plot of v3 by square of v1 best fitting line and confidence limits of the m 75

05:48 Wednesday, October 22, 2003

Plot of v2*v1.  Legend: A = 1 obs, B = 2 obs, etc.

v2 ‚

7 ˆ

A

A          A

A

A  A   A        A

A A   BAA B A  A

6 ˆ                                    A  C BA  AAAA  CBA AAA  A        A

A     A A   AD B  C AC

A  A A    AB B ACACA A   A    A

A      ABAB A   A A AA  A  AAA

CA   ABAABAA   AA  A

C  A  DA C A  A       A

A  A  BBA  A BA  AB        A A     A

5 ˆ                           AA   A C    AAAA A

A A   A AB        A    A

AAAAA  A

A       BAA    C  A  C A

A    A     A     A

AA    A

A

4 ˆ                    A    A  A

A

A AA

A

3 ˆ                   A      A    A

A

A

2 ˆ

Šƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒ

50        75        100       125       150       175       200       225

v1

plot of v3 by square of v1 best fitting line and confidence limits of the m 76

05:48 Wednesday, October 22, 2003

Plot of v3*v1.  Legend: A = 1 obs, B = 2 obs, etc.

300 ˆ

A        A   A

250 ˆ

200 ˆ

A

v3 ‚                             A         A    A       A

A      A           AB   AA A

A

150 ˆ                               A             A

B A

A

B

A      A  A

A   A A A

A       AA      AB  A    A   AA

100 ˆ                           A       A        A     B

A     AAB   A

A AB A  A  B A  A       A  A         A

AA               AA   A    A  BA       A

A     AAAA    AA B   A  A    A  A       A

AA       A  A A  AB         A

AAAA  A A        AA  A  A

50 ˆ                   A           A AC    AA  AA    AA A  A           A

A       A         A     A  A   A A BB    BA       A       A

A A   A ACA  AAC   A BA

A   A    AA AA  A  A  B B   A   A

A    A    A    A    A AAA     AAA   A A AA A

A     A    A     AB      A A

A       B       A

0 ˆ                                     A

Šƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒ

50        75        100       125       150       175       200       225

v1

regression of v2 by cubed root of v1                   77

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v2

Analysis of Variance

Sum of           Mean

Source                   DF        Squares         Square    F Value    Pr > F

Model                     1       50.68636       50.68636     171.41    <.0001

Error                   198       58.54861        0.29570

Corrected Total         199      109.23498

Root MSE              0.54378    R-Square     0.4640

Dependent Mean        5.30785    Adj R-Sq     0.4613

Coeff Var            10.24488

Parameter Estimates

Parameter       Standard

Variable     DF       Estimate          Error    t Value    Pr > |t|

Intercept     1        4.35074        0.08260      52.67      <.0001

crv1          1    2.711372E-7    2.070948E-8      13.09      <.0001

plot of v2 by cubed root of v1 with best fitting line           78

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v2

Output Statistics

Dep Var    Predicted       Std Error

Obs           v2        Value    Mean Predict          95% CL Mean

1       5.9900       5.4588          0.0401       5.3797       5.5380

2       5.9200       5.9511          0.0624       5.8280       6.0741

3       5.2200       4.8246          0.0533       4.7194       4.9297

4       5.4500       5.3354          0.0385       5.2595       5.4114

5       5.5400       5.1016          0.0416       5.0197       5.1836

6       6.1200       5.4020          0.0391       5.3249       5.4792

7       5.5000       5.8737          0.0578       5.7596       5.9878

8       4.8200       4.6828          0.0613       4.5619       4.8037

9       5.6200       4.9524          0.0471       4.8595       5.0452

10       5.8400       5.9383          0.0616       5.8168       6.0599

11       5.8100       5.4665          0.0403       5.3870       5.5460

12       5.4300       4.9415          0.0476       4.8477       5.0353

13       4.5900       5.2164          0.0391       5.1393       5.2935

14       5.0700       5.4058          0.0392       5.3286       5.4831

15       5.4400       4.9320          0.0480       4.8373       5.0266

16       5.8300       5.7251          0.0499       5.6266       5.8236

17       6.0700       6.2043          0.0785       6.0494       6.3592

18       5.2800       5.0085          0.0447       4.9203       5.0968

19       5.4100       5.1808          0.0397       5.1026       5.2590

20       6.0300       5.7887          0.0532       5.6839       5.8936

21       5.8500       5.8642          0.0573       5.7512       5.9772

22       6.0000       5.7813          0.0528       5.6772       5.8854

23       5.1800       5.2333          0.0389       5.1566       5.3099

24       5.2500       5.1235          0.0409       5.0427       5.2042

25       5.5000       5.0305          0.0439       4.9439       5.1171

26       5.1800       4.9325          0.0480       4.8379       5.0271

27       4.6600       4.9517          0.0471       4.8588       5.0445

28       5.1700       5.1681          0.0399       5.0894       5.2468

29       5.0400       5.3226          0.0385       5.2467       5.3985

30       2.9400       4.8921          0.0499       4.7937       4.9904

31       4.5100       5.2067          0.0392       5.1294       5.2841

32       4.7900       4.8459          0.0522       4.7430       4.9488

33       6.1100       5.6320          0.0457       5.5418       5.7222

34       5.8700       5.7568          0.0515       5.6552       5.8584

35       5.7200       5.0377          0.0436       4.9517       5.1238

36       4.5600       5.3358          0.0385       5.2599       5.4117

37       4.6800       5.0444          0.0434       4.9588       5.1300

38       5.0700       5.2631          0.0386       5.1870       5.3392

39       5.7700       6.5394          0.1016       6.3390       6.7398

40       5.1500       4.8168          0.0537       4.7109       4.9227

41       5.8400       5.3882          0.0389       5.3114       5.4650

42       4.4700       4.6550          0.0630       4.5309       4.7792

plot of v2 by cubed root of v1 with best fitting line           79

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v2

Output Statistics

Obs        95% CL Predict         Residual

1       4.3835       6.5341       0.5312

2       4.8717       7.0304      -0.0311

3       3.7471       5.9020       0.3954

4       4.2604       6.4105       0.1146

5       4.0261       6.1771       0.4384

6       4.3269       6.4771       0.7180

7       4.7953       6.9521      -0.3737

8       3.6037       5.7619       0.1372

9       3.8760       6.0287       0.6676

10       4.8591       7.0176      -0.0983

11       4.3912       6.5418       0.3435

12       3.8650       6.0179       0.4885

13       4.1413       6.2915      -0.6264

14       4.3307       6.4810      -0.3358

15       3.8555       6.0085       0.5080

16       4.6483       6.8020       0.1049

17       5.1208       7.2878      -0.1343

18       3.9326       6.0845       0.2715

19       4.1056       6.2560       0.2292

20       4.7113       6.8662       0.2413

21       4.7859       6.9425      -0.0142

22       4.7039       6.8587       0.2187

23       4.1582       6.3084      -0.0533

24       4.0481       6.1989       0.1265

25       3.9547       6.1064       0.4695

26       3.8560       6.0090       0.2475

27       3.8753       6.0280      -0.2917

28       4.0929       6.2434     0.001870

29       4.2476       6.3976      -0.2826

30       3.8152       5.9689      -1.9521

31       4.1316       6.2819      -0.6967

32       3.7686       5.9231      -0.0559

33       4.5559       6.7081       0.4780

34       4.6796       6.8340       0.1132

35       3.9619       6.1135       0.6823

36       4.2608       6.4108      -0.7758

37       3.9687       6.1202      -0.3644

38       4.1880       6.3381      -0.1931

39       5.4485       7.6303      -0.7694

40       3.7392       5.8944       0.3332

41       4.3131       6.4633       0.4518

42       3.5755       5.7345      -0.1850

plot of v2 by cubed root of v1 with best fitting line           80

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v2

Output Statistics

Dep Var    Predicted       Std Error

Obs           v2        Value    Mean Predict          95% CL Mean

43       5.6700       5.2992          0.0385       5.2233       5.3750

44       4.5500       4.5763          0.0678       4.4425       4.7101

45       4.7300       4.8832          0.0503       4.7840       4.9824

46       6.2100       5.3167          0.0385       5.2409       5.3925

47       4.5000       5.2415          0.0388       5.1650       5.3180

48       5.1600       6.4900          0.0981       6.2965       6.6836

49       3.8000       4.4599          0.0753       4.3114       4.6085

50       6.0200       5.1933          0.0394       5.1156       5.2711

51       5.5400       4.9514          0.0471       4.8585       5.0443

52       5.0800       4.9486          0.0472       4.8555       5.0418

53       5.4000       5.2865          0.0385       5.2106       5.3624

54       5.9400       5.8770          0.0580       5.7626       5.9915

55       4.9100       4.6518          0.0632       4.5272       4.7763

56       4.9400       4.9064          0.0492       4.8094       5.0034

57       3.5400       4.5923          0.0668       4.4606       4.7241

58       5.3700       5.1484          0.0403       5.0689       5.2280

59       5.9000       5.2392          0.0388       5.1627       5.3157

60       4.1500       4.6271          0.0647       4.4996       4.7546

61       5.5900       5.6774          0.0477       5.5834       5.7715

62       6.6900       7.0069          0.1353       6.7399       7.2738

63       4.5600       4.8285          0.0531       4.7237       4.9332

64       5.3500       5.0015          0.0450       4.9128       5.0903

65       3.0100       4.7361          0.0582       4.6213       4.8508

66       5.4300       4.9540          0.0470       4.8613       5.0467

67       6.0300       5.0539          0.0431       4.9690       5.1388

68       5.2600       5.3431          0.0385       5.2671       5.4191

69       5.7000       5.5885          0.0440       5.5017       5.6753

70       5.8900       5.4638          0.0403       5.3844       5.5432

71       6.2700       6.7058          0.1135       6.4820       6.9296

72       4.6200       4.9666          0.0465       4.8750       5.0582

73       4.5000       4.7606          0.0568       4.6486       4.8726

74       4.9900       5.2308          0.0389       5.1541       5.3075

75       5.0000       4.9870          0.0456       4.8971       5.0770

76       4.7800       4.9114          0.0489       4.8149       5.0079

77       4.8800       5.2150          0.0391       5.1379       5.2921

78       5.6900       4.8910          0.0499       4.7926       4.9895

79       5.2100       5.3914          0.0390       5.3145       5.4683

80       4.7900       4.7996          0.0546       4.6919       4.9074

81       4.5200       4.9870          0.0456       4.8971       5.0770

82       5.2400       5.1494          0.0403       5.0699       5.2289

83       5.9200       5.4837          0.0407       5.4034       5.5641

84       5.6600       5.3105          0.0385       5.2346       5.3863

plot of v2 by cubed root of v1 with best fitting line           81

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v2

Output Statistics

Obs        95% CL Predict         Residual

43       4.2241       6.3742       0.3708

44       3.4956       5.6570      -0.0263

45       3.8063       5.9602      -0.1532

46       4.2417       6.3917       0.8933

47       4.1664       6.3166      -0.7415

48       5.4004       7.5797      -1.3300

49       3.3774       5.5425      -0.6599

50       4.1182       6.2685       0.8267

51       3.8750       6.0278       0.5886

52       3.8722       6.0250       0.1314

53       4.2114       6.3615       0.1135

54       4.7986       6.9555       0.0630

55       3.5722       5.7313       0.2582

56       3.8297       5.9831       0.0336

57       3.5119       5.6728      -1.0523

58       4.0731       6.2237       0.2216

59       4.1641       6.3143       0.6608

60       3.5472       5.7070      -0.4771

61       4.6010       6.7539      -0.0874

62       5.9018       8.1119      -0.3169

63       3.7510       5.9059      -0.2685

64       3.9255       6.0775       0.3485

65       3.6576       5.8145      -1.7261

66       3.8777       6.0304       0.4760

67       3.9782       6.1296       0.9761

68       4.2681       6.4182      -0.0831

69       4.5127       6.6644       0.1115

70       4.3885       6.5391       0.4262

71       5.6104       7.8013      -0.4358

72       3.8903       6.0428      -0.3466

73       3.6824       5.8388      -0.2606

74       4.1557       6.3059      -0.2408

75       3.9109       6.0632       0.0130

76       3.8347       5.9881      -0.1314

77       4.1399       6.2901      -0.3350

78       3.8142       5.9679       0.7990

79       4.3163       6.4665      -0.1814

80       3.7219       5.8774    -0.009629

81       3.9109       6.0632      -0.4670

82       4.0741       6.2247       0.0906

83       4.4084       6.5591       0.4363

84       4.2354       6.3855       0.3495

plot of v2 by cubed root of v1 with best fitting line           82

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v2

Output Statistics

Dep Var    Predicted       Std Error

Obs           v2        Value    Mean Predict          95% CL Mean

85       5.5700       5.9893          0.0647       5.8617       6.1170

86       6.3400       6.0310          0.0673       5.8983       6.1637

87       5.5700       5.0335          0.0438       4.9472       5.1199

88       5.4700       5.3268          0.0385       5.2509       5.4027

89       5.0900       5.1702          0.0399       5.0916       5.2488

90       5.6900       5.2545          0.0387       5.1783       5.3308

91       5.5800       5.5399          0.0423       5.4564       5.6234

92       6.1600       5.7539          0.0514       5.6526       5.8552

93       5.2200       4.8238          0.0533       4.7187       4.9290

94       6.0700       6.4631          0.0963       6.2733       6.6529

95       5.9400       6.1195          0.0729       5.9756       6.2634

96       5.6600       5.5016          0.0412       5.4203       5.5828

97       4.5400       4.7817          0.0556       4.6720       4.8913

98       5.1300       4.9030          0.0493       4.8057       5.0003

99       5.6900       5.6723          0.0475       5.5787       5.7659

100       3.9400       4.7799          0.0557       4.6700       4.8898

101       5.5100       4.7129          0.0595       4.5955       4.8303

102       5.5600       5.9131          0.0601       5.7945       6.0317

103       6.4900       5.8096          0.0543       5.7025       5.9167

104       5.7600       6.1647          0.0759       6.0150       6.3144

105       5.0400       4.7789          0.0558       4.6689       4.8889

106       5.7000       5.4046          0.0392       5.3274       5.4818

107       5.4600       5.6767          0.0477       5.5827       5.7707

108       5.8800       5.5932          0.0442       5.5061       5.6804

109       3.0500       4.5882          0.0671       4.4559       4.7205

110       5.4500       5.2308          0.0389       5.1541       5.3075

111       5.6000       4.9947          0.0453       4.9054       5.0840

112       4.7100       4.8285          0.0531       4.7237       4.9332

113       6.0900       5.6742          0.0476       5.5804       5.7679

114       5.4700       5.4310          0.0396       5.3529       5.5090

115       5.4900       5.8594          0.0570       5.7469       5.9718

116       4.6300       4.7754          0.0560       4.6650       4.8857

117       6.3500       5.5714          0.0434       5.4858       5.6570

118       5.8100       5.9561          0.0627       5.8325       6.0797

119       5.3500       5.1514          0.0403       5.0720       5.2308

120       6.0000       5.3297          0.0385       5.2538       5.4056

121       5.9800       7.2643          0.1543       6.9600       7.5685

122       5.7400       5.6989          0.0487       5.6029       5.7949

123       5.2600       5.7880          0.0531       5.6832       5.8928

124       4.4800       4.7778          0.0558       4.6677       4.8879

125       3.9700       4.7031          0.0601       4.5846       4.8216

126       5.9800       5.5723          0.0434       5.4866       5.6579

plot of v2 by cubed root of v1 with best fitting line           83

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v2

Output Statistics

Obs        95% CL Predict         Residual

85       4.9094       7.0693      -0.4193

86       4.9505       7.1115       0.3090

87       3.9577       6.1093       0.5365

88       4.2518       6.4018       0.1432

89       4.0949       6.2454      -0.0802

90       4.1795       6.3296       0.4355

91       4.4643       6.6155       0.0401

92       4.6768       6.8310       0.4061

93       3.7463       5.9013       0.3962

94       5.3741       7.5521      -0.3931

95       5.0375       7.2014      -0.1795

96       4.4261       6.5770       0.1584

97       3.7037       5.8596      -0.2417

98       3.8262       5.9797       0.2270

99       4.5959       6.7487       0.0177

100       3.7019       5.8579      -0.8399

101       3.6341       5.7917       0.7971

102       4.8342       6.9920      -0.3531

103       4.7319       6.8873       0.6804

104       5.0820       7.2475      -0.4047

105       3.7009       5.8569       0.2611

106       4.3295       6.4798       0.2954

107       4.6003       6.7532      -0.2167

108       4.5174       6.6691       0.2868

109       3.5078       5.6687      -1.5382

110       4.1557       6.3059       0.2192

111       3.9186       6.0707       0.6053

112       3.7510       5.9059      -0.1185

113       4.5977       6.7506       0.4158

114       4.3558       6.5062       0.0390

115       4.7811       6.9376      -0.3694

116       3.6974       5.8534      -0.1454

117       4.4956       6.6471       0.7786

118       4.8767       7.0356      -0.1461

119       4.0762       6.2267       0.1986

120       4.2546       6.4047       0.6703

121       6.1496       8.3789      -1.2843

122       4.6222       6.7755       0.0411

123       4.7105       6.8654      -0.5280

124       3.6998       5.8558      -0.2978

125       3.6242       5.7820      -0.7331

126       4.4965       6.6480       0.4077

plot of v2 by cubed root of v1 with best fitting line           84

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v2

Output Statistics

Dep Var    Predicted       Std Error

Obs           v2        Value    Mean Predict          95% CL Mean

127       4.9400       4.9958          0.0452       4.9066       5.0851

128       5.2000       5.1013          0.0416       5.0193       5.1833

129       5.9700       5.2857          0.0385       5.2098       5.3616

130       5.4900       5.3550          0.0386       5.2788       5.4311

131       4.9500       4.9859          0.0456       4.8959       5.0759

132       5.3000       4.9069          0.0492       4.8100       5.0039

133       5.3100       5.0420          0.0435       4.9562       5.1277

134       5.1400       4.9722          0.0462       4.8811       5.0634

135       6.1800       6.0127          0.0662       5.8822       6.1431

136       5.7600       5.7517          0.0513       5.6506       5.8528

137       4.5300       4.9639          0.0466       4.8721       5.0557

138       5.5800       5.4762          0.0405       5.3962       5.5561

139       4.2700       4.6157          0.0654       4.4868       4.7446

140       5.4200       4.9753          0.0461       4.8845       5.0662

141       5.5600       4.8995          0.0495       4.8018       4.9971

142       5.7800       5.5515          0.0427       5.4673       5.6358

143       5.5300       5.2807          0.0385       5.2048       5.3567

144       6.5400       6.9886          0.1340       6.7244       7.2529

145       6.0100       5.8848          0.0585       5.7695       6.0001

146       4.9600       5.1761          0.0397       5.0978       5.2545

147       5.6500       5.6426          0.0462       5.5515       5.7336

148       5.7900       5.4861          0.0408       5.4056       5.5665

149       5.8000       5.1218          0.0410       5.0410       5.2027

150       3.1400       4.6141          0.0655       4.4850       4.7432

151       6.5700       6.0633          0.0693       5.9266       6.2000

152       5.3300       5.0257          0.0441       4.9388       5.1126

153       5.4600       5.1968          0.0394       5.1192       5.2745

154       5.9800       5.1563          0.0402       5.0771       5.2355

155       6.0700       5.5097          0.0414       5.4280       5.5914

156       4.7900       5.4499          0.0400       5.3711       5.5287

157       6.0200       5.6018          0.0445       5.5140       5.6896

158       4.9100       4.8882          0.0501       4.7895       4.9869

159       5.9600       5.9278          0.0610       5.8075       6.0481

160       4.4800       4.9797          0.0459       4.8892       5.0703

161       5.1100       4.9085          0.0491       4.8117       5.0053

162       5.0200       4.7502          0.0574       4.6371       4.8634

163       4.7600       4.8387          0.0526       4.7351       4.9424

164       5.9600       5.1636          0.0400       5.0847       5.2424

165       4.8700       4.8813          0.0504       4.7819       4.9807

166       5.1300       4.7480          0.0575       4.6346       4.8614

167       6.2100       6.1815          0.0770       6.0297       6.3334

168       5.9600       5.2502          0.0387       5.1739       5.3265

plot of v2 by cubed root of v1 with best fitting line           85

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v2

Output Statistics

Obs        95% CL Predict         Residual

127       3.9198       6.0719      -0.0558

128       4.0258       6.1768       0.0987

129       4.2107       6.3608       0.6843

130       4.2799       6.4300       0.1350

131       3.9098       6.0620      -0.0359

132       3.8302       5.9836       0.3931

133       3.9662       6.1178       0.2680

134       3.8960       6.0484       0.1678

135       4.9324       7.0929       0.1673

136       4.6746       6.8288     0.008312

137       3.8876       6.0402      -0.4339

138       4.4008       6.5515       0.1038

139       3.5357       5.6958      -0.3457

140       3.8991       6.0515       0.4447

141       3.8227       5.9762       0.6605

142       4.4759       6.6272       0.2285

143       4.2057       6.3558       0.2493

144       5.8842       8.0931      -0.4486

145       4.8062       6.9633       0.1252

146       4.1009       6.2513      -0.2161

147       4.5664       6.7188     0.007423

148       4.4107       6.5614       0.3039

149       4.0465       6.1972       0.6782

150       3.5340       5.6942      -1.4741

151       4.9823       7.1443       0.5067

152       3.9499       6.1016       0.3043

153       4.1216       6.2720       0.2632

154       4.0810       6.2316       0.8237

155       4.4342       6.5851       0.5603

156       4.3747       6.5251      -0.6599

157       4.5258       6.6777       0.4182

158       3.8113       5.9651       0.0218

159       4.8487       7.0069       0.0322

160       3.9036       6.0559      -0.4997

161       3.8318       5.9852       0.2015

162       3.6719       5.8285       0.2698

163       3.7614       5.9161      -0.0787

164       4.0883       6.2388       0.7964

165       3.8044       5.9583      -0.0113

166       3.6697       5.8263       0.3820

167       5.0985       7.2646       0.0285

168       4.1751       6.3252       0.7098

plot of v2 by cubed root of v1 with best fitting line           86

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v2

Output Statistics

Dep Var    Predicted       Std Error

Obs           v2        Value    Mean Predict          95% CL Mean

169       5.7100       4.9806          0.0459       4.8902       5.0710

170       5.1700       5.3934          0.0390       5.3165       5.4703

171       5.8300       5.5910          0.0441       5.5040       5.6780

172       5.4800       5.6215          0.0453       5.5322       5.7108

173       5.9700       6.0700          0.0698       5.9324       6.2076

174       5.2300       5.2120          0.0391       5.1348       5.2892

175       5.6500       5.8923          0.0589       5.7761       6.0085

176       5.7600       5.5524          0.0427       5.4681       5.6367

177       5.1500       6.0770          0.0702       5.9385       6.2154

178       6.2300       5.7163          0.0495       5.6186       5.8139

179       5.2700       5.0174          0.0444       4.9298       5.1049

180       5.7200       5.4324          0.0396       5.3543       5.5105

181       6.1500       5.8418          0.0561       5.7313       5.9523

182       5.6900       5.6861          0.0481       5.5913       5.7810

183       5.8500       5.7522          0.0513       5.6510       5.8533

184       6.2000       5.8545          0.0568       5.7426       5.9664

185       5.6400       5.3435          0.0385       5.2675       5.4195

186       5.8600       4.9047          0.0493       4.8075       5.0018

187       3.5300       4.5266          0.0710       4.3867       4.6666

188       5.9600       5.8118          0.0544       5.7046       5.9191

189       4.0200       4.6000          0.0663       4.4691       4.7308

190       4.4200       5.2331          0.0389       5.1564       5.3098

191       3.5200       4.5671          0.0684       4.4322       4.7020

192       4.5300       5.1137          0.0412       5.0324       5.1950

193       4.3200       4.7516          0.0573       4.6386       4.8646

194       2.5700       4.8181          0.0536       4.7123       4.9239

195       6.2000       5.6451          0.0463       5.5538       5.7364

196       5.1900       5.9286          0.0610       5.8082       6.0490

197       2.8600       4.4695          0.0747       4.3222       4.6168

198       4.2700       4.6393          0.0639       4.5133       4.7654

199       5.3200       4.8210          0.0535       4.7155       4.9265

200       5.1600       5.3604          0.0387       5.2842       5.4367

Output Statistics

Obs        95% CL Predict         Residual

169       3.9044       6.0568       0.7294

170       4.3183       6.4685      -0.2234

171       4.5151       6.6669       0.2390

172       4.5454       6.6976      -0.1415

plot of v2 by cubed root of v1 with best fitting line           87

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v2

Output Statistics

Obs        95% CL Predict         Residual

173       4.9888       7.1511      -0.1000

174       4.1369       6.2871       0.0180

175       4.8137       6.9709      -0.2423

176       4.4767       6.6281       0.2076

177       4.9957       7.1582      -0.9270

178       4.6395       6.7930       0.5137

179       3.9415       6.0933       0.2526

180       4.3572       6.5076       0.2876

181       4.7638       6.9198       0.3082

182       4.6096       6.7627     0.003874

183       4.6751       6.8293       0.0978

184       4.7763       6.9327       0.3455

185       4.2685       6.4186       0.2965

186       3.8279       5.9814       0.9553

187       3.4452       5.6081      -0.9966

188       4.7341       6.8896       0.1482

189       3.5197       5.6803      -0.5800

190       4.1580       6.3082      -0.8131

191       3.4863       5.6479      -1.0471

192       4.0383       6.1891      -0.5837

193       3.6733       5.8299      -0.4316

194       3.7405       5.8956      -2.2481

195       4.5689       6.7213       0.5549

196       4.8495       7.0077      -0.7386

197       3.3871       5.5519      -1.6095

198       3.5596       5.7190      -0.3693

199       3.7435       5.8985       0.4990

200       4.2854       6.4355      -0.2004

Sum of Residuals                           0

Sum of Squared Residuals            58.54861

Predicted Residual SS (PRESS)       60.17399

regression of v3 by v1                          88

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v3

Analysis of Variance

Sum of           Mean

Source                   DF        Squares         Square    F Value    Pr > F

Model                     1          38598          38598      16.32    <.0001

Error                   198         468247     2364.88608

Corrected Total         199         506846

Root MSE             48.63009    R-Square     0.0762

Dependent Mean       71.53710    Adj R-Sq     0.0715

Coeff Var            67.97885

Parameter Estimates

Parameter       Standard

Variable     DF       Estimate          Error    t Value    Pr > |t|

Intercept     1       -4.05316       19.02395      -0.21      0.8315

v1            1        0.51262        0.12689       4.04      <.0001

plot of v3 by  v1 with best fitting line                 89

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v3

Output Statistics

Dep Var    Predicted       Std Error

Obs           v3        Value    Mean Predict          95% CL Mean

1     145.5500      77.9044          3.7826      70.4449      85.3638

2     183.0800      88.5873          5.4439      77.8519      99.3228

3      32.0300      57.6918          4.8548      48.1180      67.2656

4      87.1100      74.7415          3.5290      67.7823      81.7007

5      68.9600      67.9339          3.5524      60.9284      74.9394

6      27.9900      76.4793          3.6498      69.2818      83.6767

7      73.7600      87.0700          5.1582      76.8980      97.2420

8      26.3600      50.7919          6.1800      38.6049      62.9790

9      34.7200      62.8077          4.0612      54.7990      70.8165

10     170.4500      88.3413          5.3968      77.6987      98.9839

11      61.4400      78.0940          3.8024      70.5955      85.5925

12       7.9700      62.4028          4.1154      54.2871      70.5184

13      37.8000      71.4300          3.4388      64.6487      78.2113

14      50.1700      76.5767          3.6579      69.3632      83.7902

15       9.1200      62.0439          4.1649      53.8308      70.2571

16      99.9500      84.0045          4.6204      74.8931      93.1160

17      59.5600      93.2368          6.3777      80.6599     105.8137

18     108.7000      64.8275          3.8187      57.2968      72.3581

19      11.4300      70.3791          3.4506      63.5745      77.1837

20      18.2200      85.3425          4.8478      75.7824      94.9025

21      39.3400      86.8803          5.1233      76.7771      96.9835

22      53.8600      85.1887          4.8211      75.6814      94.6960

23      82.4800      71.9170          3.4400      65.1333      78.7006

24      69.5600      68.6260          3.5134      61.6976      75.5544

25      96.8300      65.5861          3.7409      58.2090      72.9632

26      27.0100      62.0644          4.1620      53.8569      70.2720

27      18.3800      62.7821          4.0646      54.7667      70.7975

28      47.9700      69.9998          3.4597      63.1773      76.8223

29      27.3000      74.3981          3.5108      67.4746      81.3215

30      68.9300      60.4958          4.3925      51.8338      69.1578

31      12.4400      71.1480          3.4400      64.3643      77.9318

32      31.4500      58.6043          4.6981      49.3395      67.8690

33     105.7200      81.9694          4.3003      73.4892      90.4497

34      60.2200      84.6761          4.7330      75.3425      94.0097

35     173.2700      65.8322          3.7173      58.5016      73.1628

36     124.1700      74.7518          3.5295      67.7915      81.7121

37      65.2900      66.0577          3.6965      58.7682      73.3473

38      20.0400      72.7628          3.4520      65.9553      79.5703

39     280.5700      98.7782          7.5691      83.8518     113.7046

40      84.9900      57.3535          4.9143      47.6624      67.0445

41      69.1600      76.1256          3.6214      68.9842      83.2670

42      70.5100      49.2182          6.5073      36.3857      62.0507

plot of v3 by  v1 with best fitting line                 90

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v3

Output Statistics

Obs        95% CL Predict         Residual

1     -18.2847     174.0934      67.6456

2      -7.9111     185.0858      94.4927

3     -38.6843     154.0679     -25.6618

4     -21.4101     170.8931      12.3685

5     -28.2210     164.0889       1.0261

6     -19.6898     172.6484     -48.4893

7      -9.3674     183.5074     -13.3100

8     -45.8787     147.4626     -24.4319

9     -33.4255     159.0410     -28.0877

10      -8.1468     184.8294      82.1087

11     -18.0981     174.2861     -16.6540

12     -33.8394     158.6450     -54.4328

13     -24.7089     167.5688     -33.6300

14     -19.5936     172.7470     -26.4067

15     -34.2065     158.2944     -52.9239

16     -12.3267     180.3358      15.9455

17      -3.4838     189.9574     -33.6768

18     -31.3672     161.0221      43.8725

19     -25.7614     166.5196     -58.9491

20     -11.0323     181.7172     -67.1225

21      -9.5498     183.3105     -47.5403

22     -11.1808     181.5582     -31.3287

23     -24.2220     168.0560      10.5630

24     -27.5234     164.7753       0.9340

25     -30.5966     161.7689      31.2439

26     -34.1855     158.3144     -35.0544

27     -33.4517     159.0159     -44.4021

28     -26.1420     166.1416     -22.0298

29     -21.7509     170.5470     -47.0981

30     -35.7940     156.7856       8.4342

31     -24.9910     167.2871     -58.7080

32     -37.7416     154.9501     -27.1543

33     -14.3042     178.2431      23.7506

34     -11.6765     181.0286     -24.4561

35     -30.3470     162.0114     107.4378

36     -21.3999     170.9034      49.4182

37     -30.1183     162.2338      -0.7677

38     -23.3779     168.9035     -52.7228

39       1.7242     195.8323     181.7918

40     -39.0343     153.7413      27.6365

41     -20.0394     172.2905      -6.9656

42     -47.5359     145.9724      21.2918

plot of v3 by  v1 with best fitting line                 91

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v3

Output Statistics

Dep Var    Predicted       Std Error

Obs           v3        Value    Mean Predict          95% CL Mean

43      94.5000      73.7624          3.4825      66.8948      80.6300

44      38.0600      44.1587          7.5994      29.1725      59.1448

45      46.4700      60.1421          4.4475      51.3716      68.9126

46      22.9400      74.2391          3.5031      67.3310      81.1473

47      70.0100      72.1528          3.4420      65.3650      78.9405

48      41.1700      97.9990          7.3978      83.4105     112.5876

49      42.7100      33.8038          9.9529      14.1765      53.4310

50      64.3900      70.7533          3.4441      63.9614      77.5452

51      49.7800      62.7719          4.0659      54.7538      70.7899

52      15.0700      62.6693          4.0795      54.6244      70.7142

53       8.4000      73.4138          3.4699      66.5711      80.2565

54      19.5700      87.1366          5.1705      76.9403      97.3329

55      14.6900      49.0285          6.5472      36.1174      61.9397

56      86.3600      61.0597          4.3070      52.5662      69.5532

57      44.8400      45.2762          7.3538      30.7744      59.7779

58     108.1400      69.4000          3.4791      62.5391      76.2609

59      16.2600      72.0861          3.4414      65.2997      78.8725

60      22.6800      47.5368          6.8641      34.0006      61.0730

61      22.0100      82.9742          4.4541      74.1906      91.7577

62      52.9100     105.6319          9.1130      87.6609     123.6030

63     167.9800      57.8610          4.8254      48.3453      67.3766

64      21.1400      64.5814          3.8456      56.9978      72.1650

65      23.3100      53.5806          5.6196      42.4987      64.6625

66      59.2300      62.8693          4.0531      54.8764      70.8621

67      54.4900      66.3756          3.6683      59.1415      73.6096

68      52.2300      74.9466          3.5407      67.9642      81.9289

69     144.9800      80.9852          4.1586      72.7844      89.1860

70     113.8100      78.0274          3.7954      70.5427      85.5121

71      73.2500     101.3208          8.1348      85.2789     117.3627

72      23.3700      63.3306          3.9938      55.4547      71.2065

73      35.9500      54.7801          5.3878      44.1552      65.4050

74      32.6400      71.8452          3.4395      65.0624      78.6280

75      96.2500      64.0688          3.9041      56.3699      71.7677

76     159.6400      61.2545          4.2781      52.8179      69.6911

77      90.3400      71.3890          3.4389      64.6075      78.1705

78      85.9600      60.4548          4.3988      51.7803      69.1293

79      44.5600      76.2076          3.6278      69.0535      83.3617

80      12.3000      56.5897          5.0511      46.6288      66.5505

81      49.5000      64.0688          3.9041      56.3699      71.7677

82      79.0100      69.4308          3.4780      62.5722      76.2894

83     149.3800      78.5144          3.8480      70.9260      86.1027

84      92.9000      74.0700          3.4954      67.1771      80.9629

plot of v3 by  v1 with best fitting line                 92

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v3

Output Statistics

Obs        95% CL Predict         Residual

43     -22.3826     169.9074      20.7376

44     -52.9046     141.2219      -6.0987

45     -36.1575     156.4417     -13.6721

46     -21.9088     170.3870     -51.2991

47     -23.9865     168.2921      -2.1428

48       0.9963     195.0017     -56.8290

49     -64.0835     131.6911       8.9062

50     -25.3863     166.8929      -6.3633

51     -33.4622     159.0059     -12.9919

52     -33.5669     158.9056     -47.5993

53     -22.7294     169.5570     -65.0138

54      -9.3033     183.5766     -67.5666

55     -47.7361     145.7932     -34.3385

56     -35.2151     157.3345      25.3003

57     -51.7135     142.2658      -0.4362

58     -26.7445     165.5445      38.7400

59     -24.0531     168.2254     -55.8261

60     -49.3132     144.3868     -24.8568

61     -13.3266     179.2750     -60.9642

62       8.0632     203.2006     -52.7219

63     -38.5094     154.2313     110.1190

64     -31.6174     160.7802     -43.4414

65     -42.9570     150.1182     -30.2706

66     -33.3627     159.1012      -3.6393

67     -29.7963     162.5474     -11.8856

68     -21.2067     171.0998     -22.7166

69     -15.2642     177.2346      63.9948

70     -18.1636     174.2184      35.7826

71       4.0889     198.5527     -28.0708

72     -32.8917     159.5529     -39.9606

73     -41.7061     151.2663     -18.8301

74     -24.2938     167.9842     -39.2052

75     -32.1392     160.2767      32.1812

76     -35.0153     157.5243      98.3855

77     -24.7499     167.5279      18.9510

78     -35.8361     156.7457      25.5052

79     -19.9583     172.3735     -31.6476

80     -39.8256     153.0050     -44.2897

81     -32.1392     160.2767     -14.5688

82     -26.7136     165.5751       9.5792

83     -17.6848     174.7135      70.8656

84     -22.0768     170.2168      18.8300

plot of v3 by  v1 with best fitting line                 93

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v3

Output Statistics

Dep Var    Predicted       Std Error

Obs           v3        Value    Mean Predict          95% CL Mean

85      23.4900      89.3204          5.5857      78.3052     100.3356

86     169.2900      90.1047          5.7400      78.7854     101.4240

87      45.0600      65.6887          3.7310      58.3311      73.0462

88      41.3600      74.5108          3.5166      67.5761      81.4456

89     175.7000      70.0613          3.4580      63.2420      76.8806

90      35.5600      72.5219          3.4473      65.7237      79.3200

91      94.6300      79.8574          4.0082      71.9531      87.7618

92      48.7600      84.6145          4.7226      75.3016      93.9275

93      35.6600      57.6610          4.8602      48.0766      67.2454

94      79.8500      97.5684          7.3036      83.1656     111.9712

95      83.1700      91.7297          6.0668      79.7658     103.6936

96      44.5100      78.9450          3.8970      71.2600      86.6300

97      67.3200      55.7695          5.2016      45.5117      66.0272

98     118.6100      60.9264          4.3270      52.3936      69.4593

99     173.4700      82.8614          4.4364      74.1127      91.6100

100      36.0600      55.6875          5.2169      45.3997      65.9753

101      39.1400      52.4016          5.8531      40.8591      63.9441

102     135.7300      87.8492          5.3035      77.3906      98.3078

103      78.5300      85.7731          4.9236      76.0637      95.4824

104     172.7400      92.5396          6.2330      80.2480     104.8313

105      34.9700      55.6413          5.2255      45.3366      65.9461

106      66.0100      76.5459          3.6553      69.3375      83.7543

107     173.6700      82.9588          4.4517      74.1800      91.7376

108      21.0600      81.0929          4.1736      72.8624      89.3233

109      46.9000      44.9942          7.4155      30.3707      59.6178

110      87.4600      71.8452          3.4395      65.0624      78.6280

111     106.9400      64.3405          3.8727      56.7035      71.9775

112      43.1000      57.8610          4.8254      48.3453      67.3766

113      17.4600      82.9024          4.4428      74.1411      91.6637

114      26.1600      77.2123          3.7145      69.8872      84.5375

115      77.5800      86.7829          5.1054      76.7149      96.8510

116     107.7300      55.4773          5.2561      45.1121      65.8425

117      40.2800      80.5905          4.1044      72.4965      88.6845

118     111.1200      88.6847          5.4626      77.9124      99.4571

119      36.4100      69.4923          3.4757      62.6381      76.3465

120      31.5800      74.5877          3.5206      67.6450      81.5304

121      39.9700     109.0665          9.9055      89.5326     128.6003

122     116.2600      83.4407          4.5284      74.5107      92.3706

123     115.1800      85.3271          4.8452      75.7723      94.8818

124      38.7600      55.5901          5.2350      45.2665      65.9137

125       7.4000      51.8890          5.9563      40.1430      63.6349

126      74.5900      80.6110          4.1072      72.5115      88.7105

plot of v3 by  v1 with best fitting line                 94

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v3

Output Statistics

Obs        95% CL Predict         Residual

85      -7.2095     185.8503     -65.8304

86      -6.4604     186.6698      79.1853

87     -30.4926     161.8699     -20.6287

88     -21.6390     170.6606     -33.1508

89     -26.0802     166.2028     105.6387

90     -23.6182     168.6619     -36.9619

91     -16.3671     176.0820      14.7726

92     -11.7360     180.9651     -35.8545

93     -38.7161     154.0382     -22.0010

94       0.5935     194.5433     -17.7184

95      -4.9131     188.3725      -8.5597

96     -17.2618     175.1518     -34.4350

97     -40.6770     152.2159      11.5505

98     -35.3518     157.2047      57.6836

99     -13.4362     179.1590      90.6086

100     -40.7622     152.1371     -19.6275

101     -44.1900     148.9931     -13.2616

102      -8.6188     184.3172      47.8808

103     -10.6166     182.1627      -7.2431

104      -4.1443     189.2236      80.2004

105     -40.8101     152.0928     -20.6713

106     -19.6240     172.7159     -10.5359

107     -13.3416     179.2592      90.7112

108     -15.1591     177.3448     -60.0329

109     -52.0137     142.0022       1.9058

110     -24.2938     167.9842      15.6148

111     -31.8625     160.5435      42.5995

112     -38.5094     154.2313     -14.7610

113     -13.3964     179.2012     -65.4424

114     -18.9664     173.3911     -51.0523

115      -9.6435     183.2094      -9.2029

116     -40.9806     151.9352      52.2527

117     -15.6499     176.8308     -40.3105

118      -7.8178     185.1873      22.4353

119     -26.6517     165.6363     -33.0823

120     -21.5627     170.7381     -43.0077

121      11.1979     206.9351     -69.0965

122     -12.8736     179.7549      32.8193

123     -11.0471     181.7013      29.8529

124     -40.8634     152.0435     -16.8301

125     -44.7271     148.5050     -44.4890

126     -15.6298     176.8518      -6.0210

plot of v3 by  v1 with best fitting line                 95

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v3

Output Statistics

Dep Var    Predicted       Std Error

Obs           v3        Value    Mean Predict          95% CL Mean

127      50.4600      64.3815          3.8680      56.7537      72.0093

128      84.7000      67.9237          3.5531      60.9169      74.9304

129      90.4800      73.3933          3.4692      66.5519      80.2347

130     110.2100      75.2593          3.5600      68.2390      82.2795

131      58.2100      64.0278          3.9089      56.3194      71.7362

132      85.2000      61.0802          4.3040      52.5927      69.5677

133      28.9700      65.9757          3.7040      58.6714      73.2800

134      33.3900      63.5357          3.9683      55.7102      71.3611

135      53.7900      89.7612          5.6721      78.5757     100.9468

136      97.3700      84.5684          4.7148      75.2708      93.8660

137      35.2700      63.2332          4.0061      55.3330      71.1334

138     143.8100      78.3298          3.8277      70.7815      85.8782

139      37.7700      46.8192          7.0184      32.9787      60.6596

140      35.4700      63.6484          3.9544      55.8503      71.4466

141      67.8800      60.7880          4.3478      52.2140      69.3620

142     110.2700      80.1291          4.0432      72.1559      88.1024

143      61.4600      73.2549          3.4649      66.4222      80.0877

144      84.5300     105.3807          9.0555      87.5232     123.2383

145      53.5100      87.2904          5.1990      77.0379      97.5429

146     118.4000      70.2407          3.4536      63.4301      77.0513

147      78.8400      82.2052          4.3356      73.6554      90.7551

148      64.3700      78.5708          3.8543      70.9700      86.1715

149      43.4800      68.5747          3.5160      61.6411      75.5083

150      78.2100      46.7166          7.0406      32.8325      60.6008

151      63.4600      90.7045          5.8595      79.1494     102.2595

152     110.6700      65.4221          3.7571      58.0131      72.8311

153      57.2100      70.8559          3.4428      64.0666      77.6451

154      81.5400      69.6409          3.4706      62.7970      76.4849

155      42.0000      79.1398          3.9199      71.4096      86.8699

156      82.6500      77.6839          3.7602      70.2687      85.0992

157      26.3600      81.2877          4.2011      73.0029      89.5724

158      21.9100      60.3420          4.4163      51.6331      69.0510

159      86.7400      88.1362          5.3578      77.5706      98.7019

160      87.7400      63.8073          3.9351      56.0472      71.5675

161      31.3100      61.1417          4.2948      52.6723      69.6112

162      61.1100      54.2778          5.4841      43.4630      65.0926

163      73.2800      58.3018          4.7494      48.9358      67.6678

164      30.7100      69.8614          3.4636      63.0311      76.6916

165     151.2500      60.0652          4.4596      51.2709      68.8596

166     104.4000      54.1701          5.5049      43.3143      65.0259

167     276.3100      92.8370          6.2945      80.4240     105.2499

168      56.5400      72.3988          3.4453      65.6047      79.1930

plot of v3 by  v1 with best fitting line                 96

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v3

Output Statistics

Obs        95% CL Predict         Residual

127     -31.8208     160.5838     -13.9215

128     -28.2313     164.0787      16.7763

129     -22.7498     169.5364      17.0867

130     -20.8968     171.4153      34.9507

131     -32.1809     160.2365      -5.8178

132     -35.1940     157.3545      24.1198

133     -30.2014     162.1529     -37.0057

134     -32.6825     159.7538     -30.1457

135      -6.7883     186.3108     -35.9712

136     -11.7806     180.9175      12.8016

137     -32.9910     159.4575     -27.9632

138     -17.8662     174.5258      65.4802

139     -50.0738     143.7122      -9.0492

140     -32.5675     159.8644     -28.1784

141     -35.4939     157.0699       7.0920

142     -16.1012     176.3594      30.1409

143     -22.8876     169.3974     -11.7949

144       7.8329     202.9286     -20.8507

145      -9.1555     183.7363     -33.7804

146     -25.9002     166.3816      48.1593

147     -14.0745     178.4850      -3.3652

148     -17.6294     174.7709     -14.2008

149     -27.5750     164.7244     -25.0947

150     -50.1826     143.6159      31.4934

151      -5.8886     187.2975     -27.2445

152     -30.7631     161.6073      45.2479

153     -25.2836     166.9953     -13.6459

154     -26.5024     165.7842      11.8991

155     -17.0707     175.3502     -37.1398

156     -18.5017     173.8696       4.9661

157     -14.9689     177.5442     -54.9277

158     -35.9520     156.6361     -38.4320

159      -8.3434     184.6159      -1.3962

160     -32.4055     160.0202      23.9327

161     -35.1309     157.4144     -29.8317

162     -42.2295     150.7850       6.8322

163     -38.0539     154.6575      14.9782

164     -26.2810     166.0037     -39.1514

165     -36.2366     156.3670      91.1848

166     -42.3418     150.6820      50.2299

167      -3.8625     189.5364     183.4730

168     -23.7409     168.5386     -15.8588

plot of v3 by  v1 with best fitting line                 97

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v3

Output Statistics

Dep Var    Predicted       Std Error

Obs           v3        Value    Mean Predict          95% CL Mean

169      49.4300      63.8381          3.9314      56.0853      71.5910

170      99.4300      76.2589          3.6319      69.0968      83.4210

171      17.1700      81.0416          4.1664      72.8253      89.2579

172     169.0500      81.7336          4.2655      73.3220      90.1453

173      51.4800      90.8275          5.8842      79.2237     102.4313

174      47.7500      71.3018          3.4392      64.5197      78.0839

175      31.8500      87.4391          5.2266      77.1320      97.7461

176      44.1500      80.1496          4.0459      72.1711      88.1282

177      70.4500      90.9556          5.9100      79.3011     102.6102

178     127.2800      83.8149          4.5892      74.7650      92.8648

179      58.2000      65.1350          3.7862      57.6685      72.6016

180     181.5500      77.2482          3.7179      69.9164      84.5800

181      42.7900      86.4292          5.0411      76.4881      96.3703

182      46.7900      83.1638          4.4841      74.3212      92.0065

183     127.5300      84.5787          4.7165      75.2777      93.8797

184     180.0300      86.6855          5.0877      76.6526      96.7185

185      21.6000      74.9568          3.5413      67.9733      81.9403

186      35.9700      60.9931          4.3170      52.4799      69.5062

187      22.8600      40.3243          8.4567      23.6475      57.0010

188      75.3300      85.8192          4.9317      76.0937      95.5447

189      27.5100      45.7888          7.2419      31.5077      60.0699

190      68.7100      71.9119          3.4399      65.1283      78.6954

191     107.1800      43.4974          7.7457      28.2227      58.7720

192       3.0400      68.3184          3.5298      61.3576      75.2791

193     100.4000      54.3444          5.4713      43.5549      65.1339

194     176.2400      57.4099          4.9043      47.7384      67.0813

195     277.8600      82.2616          4.3441      73.6950      90.8283

196      40.3600      88.1516          5.3607      77.5802      98.7231

197      23.0200      34.8751          9.7045      15.7378      54.0125

198      77.5400      48.2852          6.7044      35.0640      61.5065

199      72.0600      57.5380          4.8818      47.9111      67.1649

200      75.3000      75.4028          3.5693      68.3640      82.4415

Output Statistics

Obs        95% CL Predict         Residual

169     -32.3742     160.0504     -14.4081

170     -19.9076     172.4253      23.1711

171     -15.2091     177.2923     -63.8716

172     -14.5340     178.0012      87.3164

plot of v3 by  v1 with best fitting line                 98

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v3

Output Statistics

Obs        95% CL Predict         Residual

173      -5.7714     187.4264     -39.3475

174     -24.8371     167.4407     -23.5518

175      -9.0126     183.8908     -55.5891

176     -16.0811     176.3804     -35.9996

177      -5.6493     187.5606     -20.5056

178     -12.5106     180.1403      43.4651

179     -31.0546     161.3246      -6.9350

180     -18.9310     173.4275     104.3018

181      -9.9841     182.8425     -43.6392

182     -13.1424     179.4701     -36.3738

183     -11.7707     180.9280      42.9513

184      -9.7373     183.1083      93.3445

185     -21.1965     171.1101     -53.3568

186     -35.2834     157.2696     -25.0231

187     -57.0144     137.6629     -17.4643

188     -10.5721     182.2105     -10.4892

189     -51.1681     142.7457     -18.2788

190     -24.2272     168.0509      -3.2019

191     -53.6109     140.6056      63.6826

192     -27.8333     164.4701     -65.2784

193     -42.1600     150.8488      46.0556

194     -38.9760     153.7957     118.8301

195     -14.0196     178.5429     195.5984

196      -8.3287     184.6319     -47.7916

197     -62.9151     132.6654     -11.8551

198     -48.5212     145.0917      29.2548

199     -38.8434     153.9194      14.5220

200     -20.7546     171.5601      -0.1028

Sum of Residuals                           0

Sum of Squared Residuals              468247

Predicted Residual SS (PRESS)         478814

regression of v3 by square of v1                     99

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v3

Analysis of Variance

Sum of           Mean

Source                   DF        Squares         Square    F Value    Pr > F

Model                     1          38129          38129      16.11    <.0001

Error                   198         468717     2367.25561

Corrected Total         199         506846

Root MSE             48.65445    R-Square     0.0752

Dependent Mean       71.53710    Adj R-Sq     0.0706

Coeff Var            68.01289

Parameter Estimates

Parameter       Standard

Variable     DF       Estimate          Error    t Value    Pr > |t|

Intercept     1       32.77869       10.25192       3.20      0.0016

sqv1          1        0.00172     0.00042963       4.01      <.0001

plot of v3 by  square of v1 with best fitting line           100

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v3

Output Statistics

Dep Var    Predicted       Std Error

Obs           v3        Value    Mean Predict          95% CL Mean

1     145.5500      76.8530          3.6866      69.5830      84.1230

2     183.0800      89.0918          5.5650      78.1176     100.0661

3      32.0300      57.7943          4.8541      48.2220      67.3666

4      87.1100      73.5169          3.4756      66.6630      80.3708

5      68.9600      66.7817          3.6387      59.6061      73.9573

6      27.9900      75.3336          3.5681      68.2973      82.3699

7      73.7600      87.2622          5.2143      76.9796      97.5449

8      26.3600      52.5158          5.8566      40.9666      64.0651

9      34.7200      62.1114          4.1656      53.8968      70.3260

10     170.4500      88.7931          5.5067      77.9338      99.6523

11      61.4400      77.0572          3.7052      69.7506      84.3639

12       7.9700      61.7572          4.2160      53.4431      70.0712

13      37.8000      70.1646          3.4573      63.3467      76.9825

14      50.1700      75.4366          3.5750      68.3867      82.4865

15       9.1200      61.4451          4.2614      53.0415      69.8486

16      99.9500      83.6582          4.5780      74.6303      92.6860

17      59.5600      94.8862          6.7590      81.5573     108.2150

18     108.7000      63.9103          3.9303      56.1596      71.6610

19      11.4300      69.1309          3.4922      62.2441      76.0176

20      18.2200      85.2160          4.8429      75.6658      94.7662

21      39.3400      87.0357          5.1720      76.8364      97.2349

22      53.8600      85.0358          4.8113      75.5477      94.5238

23      82.4800      70.6486          3.4475      63.8500      77.4471

24      69.5600      67.4386          3.5888      60.3615      74.5157

25      96.8300      64.5999          3.8502      57.0072      72.1926

26      27.0100      61.4628          4.2588      53.0644      69.8613

27      18.3800      62.0889          4.1688      53.8681      70.3098

28      47.9700      68.7613          3.5092      61.8410      75.6815

29      27.3000      73.1625          3.4641      66.3311      79.9939

30      68.9300      60.1179          4.4645      51.3138      68.9221

31      12.4400      69.8858          3.4649      63.0530      76.7187

32      31.4500      58.5391          4.7250      49.2214      67.8569

33     105.7200      81.3336          4.2184      73.0149      89.6523

34      60.2200      84.4371          4.7083      75.1523      93.7220

35     173.2700      64.8252          3.8253      57.2815      72.3688

36     124.1700      73.5275          3.4760      66.6728      80.3821

37      65.2900      65.0324          3.8031      57.5327      72.5320

38      20.0400      71.4965          3.4404      64.7120      78.2810

39     280.5700     102.1627          8.3706      85.6556     118.6697

40      84.9900      57.5209          4.9024      47.8533      67.1884

41      69.1600      74.9606          3.5446      67.9707      81.9506

42      70.5100      51.3994          6.0839      39.4018      63.3969

plot of v3 by  square of v1 with best fitting line           101

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v3

Output Statistics

Obs        95% CL Predict         Residual

1     -19.3694     173.0755      68.6970

2      -7.4812     185.6648      93.9882

3     -38.6295     154.2180     -25.7643

4     -22.6751     169.7088      13.5931

5     -29.4337     162.9971       2.1783

6     -20.8715     171.5387     -47.3436

7      -9.2346     183.7591     -13.5022

8     -44.1242     149.1558     -26.1558

9     -34.1870     158.4098     -27.3914

10      -7.7669     185.3531      81.6569

11     -19.1680     173.2825     -15.6172

12     -34.5498     158.0641     -53.7872

13     -26.0248     166.3540     -32.3646

14     -20.7695     171.6427     -25.2666

15     -34.8697     157.7598     -52.3251

16     -12.7131     180.0294      16.2918

17      -1.9826     191.7550     -35.3262

18     -32.3496     160.1703      44.7897

19     -27.0634     165.3251     -57.7009

20     -11.2055     181.6376     -66.9960

21      -9.4523     183.5237     -47.6957

22     -11.3797     181.4512     -31.1758

23     -25.5394     166.8365      11.8314

24     -28.7695     163.6467       2.1214

25     -31.6475     160.8473      32.2301

26     -34.8514     157.7771     -34.4528

27     -34.2100     158.3879     -43.7089

28     -27.4354     164.9580     -20.7913

29     -23.0278     169.3528     -45.8625

30     -36.2326     156.4685       8.8121

31     -26.3046     166.0763     -57.4458

32     -37.8597     154.9379     -27.0891

33     -14.9738     177.6410      24.3864

34     -11.9585     180.8328     -24.2171

35     -31.4184     161.0687     108.4448

36     -22.6645     169.7194      50.6425

37     -31.2077     161.2724       0.2576

38     -24.6905     167.6835     -51.4565

39       4.8056     199.5197     178.4073

40     -38.9123     153.9541      27.4691

41     -21.2411     171.1623      -5.8006

42     -45.2952     148.0940      19.1106

plot of v3 by  square of v1 with best fitting line           102

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v3

Output Statistics

Dep Var    Predicted       Std Error

Obs           v3        Value    Mean Predict          95% CL Mean

43      94.5000      72.5107          3.4489      65.7094      79.3121

44      38.0600      48.0303          6.7929      34.6346      61.4259

45      46.4700      59.8191          4.5123      50.9207      68.7176

46      22.9400      72.9991          3.4596      66.1766      79.8215

47      70.0100      70.8840          3.4442      64.0919      77.6761

48      41.1700     101.1152          8.1334      85.0759     117.1544

49      42.7100      42.1824          8.0830      26.2425      58.1222

50      64.3900      69.4973          3.4777      62.6392      76.3555

51      49.7800      62.0799          4.1700      53.8566      70.3033

52      15.0700      61.9901          4.1827      53.7417      70.2385

53       8.4000      72.1556          3.4438      65.3643      78.9469

54      19.5700      87.3420          5.2292      77.0298      97.6541

55      14.6900      51.2670          6.1111      39.2158      63.3182

56      86.3600      60.5977          4.3893      51.9419      69.2535

57      44.8400      48.7455          6.6398      35.6517      61.8393

58     108.1400      68.1808          3.5406      61.1987      75.1629

59      16.2600      70.8174          3.4451      64.0237      77.6111

60      22.6800      50.2425          6.3237      37.7720      62.7130

61      22.0100      82.4744          4.3890      73.8193      91.1296

62      52.9100     111.7198         10.5869      90.8422     132.5973

63     167.9800      57.9315          4.8300      48.4067      67.4564

64      21.1400      63.6883          3.9574      55.8843      71.4924

65      23.3100      54.5739          5.4499      43.8267      65.3212

66      59.2300      62.1654          4.1580      53.9657      70.3651

67      54.4900      65.3254          3.7725      57.8860      72.7649

68      52.2300      73.7292          3.4835      66.8597      80.5986

69     144.9800      80.2289          4.0653      72.2120      88.2457

70     113.8100      76.9854          3.6985      69.6918      84.2790

71      73.2500     105.6362          9.1666      87.5596     123.7129

72      23.3700      62.5720          4.1020      54.4828      70.6612

73      35.9500      55.4906          5.2747      45.0888      65.8925

74      32.6400      70.5770          3.4487      63.7761      77.3779

75      96.2500      63.2283          4.0153      55.3101      71.1465

76     159.6400      60.7644          4.3636      52.1592      69.3696

77      90.3400      70.1240          3.4584      63.3040      76.9439

78      85.9600      60.0832          4.4700      51.2682      68.8982

79      44.5600      75.0470          3.5498      68.0467      82.0472

80      12.3000      56.9092          5.0121      47.0253      66.7931

81      49.5000      63.2283          4.0153      55.3101      71.1465

82      79.0100      68.2104          3.5388      61.2318      75.1891

83     149.3800      77.5115          3.7486      70.1192      84.9039

84      92.9000      72.8254          3.4553      66.0115      79.6394

plot of v3 by  square of v1 with best fitting line           103

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v3

Output Statistics

Obs        95% CL Predict         Residual

43     -23.6775     168.6989      21.9893

44     -48.8478     144.9083      -9.9703

45     -36.5400     156.1783     -13.3491

46     -23.1906     169.1887     -50.0591

47     -25.3035     167.0715      -0.8740

48       3.8364     198.3940     -59.9452

49     -55.0801     139.4448       0.5276

50     -26.6949     165.6895      -5.1073

51     -34.2193     158.3791     -12.2999

52     -34.3112     158.2914     -46.9201

53     -24.0319     168.3430     -63.7556

54      -9.1580     183.8420     -67.7720

55     -45.4343     147.9683     -36.5770

56     -35.7394     156.9348      25.7623

57     -48.0912     145.5823      -3.9055

58     -28.0203     164.3819      39.9592

59     -25.3703     167.0050     -54.5574

60     -46.5120     146.9969     -27.5625

61     -13.8626     178.8115     -60.4644

62      13.5272     209.9123     -58.8098

63     -38.4875     154.3506     110.0485

64     -32.5760     159.9526     -42.5483

65     -41.9735     151.1214     -31.2639

66     -34.1318     158.4626      -2.9354

67     -30.9100     161.5608     -10.8354

68     -22.4639     169.9222     -21.4992

69     -16.0529     176.5106      64.7511

70     -19.2388     173.2097      36.8246

71       8.0008     203.2717     -32.3862

72     -33.7158     158.8598     -39.2020

73     -41.0190     152.0002     -19.5406

74     -25.6111     166.7652     -37.9370

75     -33.0453     159.5019      33.0217

76     -35.5681     157.0969      98.8756

77     -26.0655     166.3135      20.2160

78     -36.2683     156.4347      25.8768

79     -21.1555     171.2494     -30.4870

80     -39.5460     153.3644     -44.6092

81     -33.0453     159.5019     -13.7283

82     -27.9904     164.4113      10.7996

83     -18.7202     173.7433      71.8685

84     -23.3636     169.0145      20.0746

plot of v3 by  square of v1 with best fitting line           104

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v3

Output Statistics

Dep Var    Predicted       Std Error

Obs           v3        Value    Mean Predict          95% CL Mean

85      23.4900      89.9865          5.7419      78.6635     101.3096

86     169.2900      90.9516          5.9361      79.2455     102.6578

87      45.0600      64.6937          3.8398      57.1215      72.2658

88      41.3600      73.2787          3.4676      66.4404      80.1169

89     175.7000      68.8211          3.5063      61.9066      75.7356

90      35.5600      71.2540          3.4411      64.4681      78.0399

91      94.6300      78.9787          3.9082      71.2715      86.6858

92      48.7600      84.3655          4.6961      75.1047      93.6264

93      35.6600      57.7694          4.8585      48.1884      67.3503

94      79.8500     100.5397          8.0037      84.7562     116.3232

95      83.1700      92.9769          6.3541      80.4465     105.5073

96      44.5100      77.9793          3.7964      70.4927      85.4660

97      67.3200      56.2609          5.1308      46.1430      66.3788

98     118.6100      60.4839          4.4070      51.7933      69.1746

99     173.4700      82.3457          4.3692      73.7297      90.9618

100      36.0600      56.1966          5.1427      46.0551      66.3380

101      39.1400      53.6913          5.6222      42.6043      64.7783

102     135.7300      88.1980          5.3917      77.5655      98.8305

103      78.5300      85.7224          4.9325      75.9955      95.4493

104     172.7400      93.9993          6.5697      81.0436     106.9549

105      34.9700      56.1604          5.1494      46.0058      66.3150

106      66.0100      75.4041          3.5728      68.3585      82.4496

107     173.6700      82.4569          4.3863      73.8071      91.1067

108      21.0600      80.3491          4.0813      72.3006      88.3975

109      46.9000      48.5635          6.6786      35.3931      61.7339

110      87.4600      70.5770          3.4487      63.7761      77.3779

111     106.9400      63.4717          3.9843      55.6145      71.3289

112      43.1000      57.9315          4.8300      48.4067      67.4564

113      17.4600      82.3925          4.3763      73.7623      91.0227

114      26.1600      76.1118          3.6243      68.9646      83.2590

115      77.5800      86.9195          5.1504      76.7628      97.0762

116     107.7300      56.0321          5.1732      45.8304      66.2337

117      40.2800      79.7894          4.0080      71.8855      87.6933

118     111.1200      89.2103          5.5882      78.1902     100.2304

119      36.4100      68.2698          3.5354      61.2979      75.2417

120      31.5800      73.3580          3.4702      66.5147      80.2013

121      39.9700     116.7409         11.7771      93.5162     139.9656

122     116.2600      83.0086          4.4729      74.1881      91.8292

123     115.1800      85.1980          4.8397      75.6540      94.7419

124      38.7600      56.1203          5.1568      45.9509      66.2896

125       7.4000      53.3133          5.6970      42.0788      64.5478

126      74.5900      79.8122          4.0109      71.9025      87.7218

plot of v3 by  square of v1 with best fitting line           105

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v3

Output Statistics

Obs        95% CL Predict         Residual

85      -6.6267     186.5998     -66.4965

86      -5.7073     187.6105      78.3384

87     -31.5521     160.9394     -19.6337

88     -22.9121     169.4695     -31.9187

89     -27.3752     165.0174     106.8789

90     -24.9331     167.4411     -35.6940

91     -17.2778     175.2351      15.6513

92     -12.0278     180.7588     -35.6055

93     -38.6552     154.1940     -22.1094

94       3.3027     197.7767     -20.6897

95      -3.7853     189.7391      -9.8069

96     -18.2597     174.2184     -33.4693

97     -40.2185     152.7403      11.0591

98     -35.8563     156.8241      58.1261

99     -13.9878     178.6792      91.1243

100     -40.2853     152.6785     -20.1366

101     -42.8946     150.2772     -14.5513

102      -8.3368     184.7327      47.5320

103     -10.7168     182.1616      -7.1924

104      -2.8189     190.8174      78.7407

105     -40.3229     152.6437     -21.1904

106     -20.8017     171.6098      -9.3941

107     -13.8797     178.7934      91.2131

108     -15.9353     176.6335     -59.2891

109     -48.2836     145.4106      -1.6635

110     -25.6111     166.7652      16.8830

111     -32.7969     159.7403      43.4683

112     -38.4875     154.3506     -14.8315

113     -13.9423     178.7273     -64.9325

114     -20.1014     172.3251     -49.9518

115      -9.5640     183.4030      -9.3395

116     -40.4562     152.5203      51.6979

117     -16.4830     176.0618     -39.5094

118      -7.3679     185.7885      21.9097

119     -27.9306     164.4702     -31.8598

120     -22.8332     169.5492     -41.7780

121      18.0227     215.4592     -76.7709

122     -13.3434     179.3606      33.2514

123     -11.2230     181.6189      29.9820

124     -40.3646     152.6051     -17.3603

125     -43.2897     149.9162     -45.9133

126     -16.4607     176.0851      -5.2222

plot of v3 by  square of v1 with best fitting line           106

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v3

Output Statistics

Dep Var    Predicted       Std Error

Obs           v3        Value    Mean Predict          95% CL Mean

127      50.4600      63.5085          3.9797      55.6604      71.3566

128      84.7000      66.7720          3.6395      59.5948      73.9492

129      90.4800      72.1347          3.4436      65.3439      78.9256

130     110.2100      74.0540          3.4971      67.1577      80.9503

131      58.2100      63.1917          4.0200      55.2642      71.1191

132      85.2000      60.6152          4.3866      51.9648      69.2657

133      28.9700      64.9569          3.8111      57.4414      72.4725

134      33.3900      62.7536          4.0775      54.7126      70.7945

135      53.7900      90.5280          5.8504      78.9908     102.0652

136      97.3700      84.3119          4.6870      75.0689      93.5548

137      35.2700      62.4859          4.1137      54.3736      70.5982

138     143.8100      77.3118          3.7292      69.9578      84.6658

139      37.7700      49.7600          6.4249      37.0899      62.4301

140      35.4700      62.8537          4.0642      54.8390      70.8683

141      67.8800      60.3660          4.4254      51.6391      69.0930

142     110.2700      79.2783          3.9442      71.5003      87.0564

143      61.4600      71.9942          3.4423      65.2060      78.7824

144      84.5300     111.3586         10.5018      90.6488     132.0684

145      53.5100      87.5262          5.2639      77.1457      97.9066

146     118.4000      68.9958          3.4982      62.0973      75.8943

147      78.8400      81.6001          4.2572      73.2050      89.9953

148      64.3700      77.5727          3.7547      70.1683      84.9770

149      43.4800      67.3897          3.5922      60.3057      74.4737

150      78.2100      49.6916          6.4393      36.9931      62.3901

151      63.4600      91.6951          6.0880      79.6894     103.7008

152     110.6700      64.4502          3.8671      56.8242      72.0762

153      57.2100      69.5980          3.4741      62.7470      76.4491

154      81.5400      68.4134          3.5273      61.4575      75.3694

155      42.0000      78.1918          3.8191      70.6604      85.7231

156      82.6500      76.6163          3.6658      69.3873      83.8452

157      26.3600      80.5670          4.1108      72.4604      88.6735

158      21.9100      59.9878          4.4853      51.1428      68.8328

159      86.7400      88.5447          5.4585      77.7805      99.3090

160      87.7400      62.9950          4.0455      55.0172      70.9729

161      31.3100      60.6678          4.3785      52.0334      69.3023

162      61.1100      55.1044          5.3480      44.5580      65.6508

163      73.2800      58.2910          4.7676      48.8893      67.6927

164      30.7100      68.6269          3.5160      61.6933      75.5605

165     151.2500      59.7544          4.5228      50.8354      68.6734

166     104.4000      55.0221          5.3637      44.4447      65.5995

167     276.3100      94.3767          6.6500      81.2627     107.4907

168      56.5400      71.1305          3.4419      64.3430      77.9179

plot of v3 by  square of v1 with best fitting line           107

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v3

Output Statistics

Obs        95% CL Predict         Residual

127     -32.7594     159.7764     -13.0485

128     -29.4435     162.9875      17.9280

129     -24.0527     168.3222      18.3453

130     -22.1410     170.2489      36.1560

131     -33.0827     159.4660      -4.9817

132     -35.7214     156.9518      24.5848

133     -31.2844     161.1983     -35.9869

134     -33.5302     159.0374     -29.3636

135      -6.1106     187.1666     -36.7380

136     -12.0797     180.7035      13.0581

137     -33.8038     158.7757     -27.2159

138     -18.9170     173.5407      66.4982

139     -47.0204     146.5404     -11.9900

140     -33.4279     159.1353     -27.3837

141     -35.9775     156.7095       7.5140

142     -16.9839     175.5405      30.9917

143     -24.1931     168.1814     -10.5342

144      13.2016     209.5157     -26.8286

145      -8.9812     184.0335     -34.0162

146     -27.1993     165.1909      49.4042

147     -14.7139     177.9142      -2.7601

148     -18.6600     173.8054     -13.2027

149     -28.8189     163.5983     -23.9097

150     -47.0925     146.4757      28.5184

151      -5.0005     188.3907     -28.2351

152     -31.7999     160.7002      46.2198

153     -26.5937     165.7898     -12.3880

154     -27.7858     164.6127      13.1266

155     -18.0508     174.4343     -36.1918

156     -19.6031     172.8356       6.0337

157     -15.7223     176.8563     -54.2070

158     -36.3664     156.3421     -38.0778

159      -8.0046     185.0941      -1.8047

160     -33.2835     159.2736      24.7450

161     -35.6673     157.0030     -29.3578

162     -41.4209     151.6297       6.0056

163     -38.1159     154.6980      14.9890

164     -27.5707     164.8245     -37.9169

165     -36.6067     156.1155      91.4956

166     -41.5066     151.5508      49.3779

167      -2.4628     191.2162     181.9333

168     -25.0567     167.3177     -14.5905

plot of v3 by  square of v1 with best fitting line           108

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v3

Output Statistics

Dep Var    Predicted       Std Error

Obs           v3        Value    Mean Predict          95% CL Mean

169      49.4300      63.0224          4.0420      55.0516      70.9933

170      99.4300      75.1010          3.5531      68.0941      82.1078

171      17.1700      80.2918          4.0737      72.2585      88.3252

172     169.0500      81.0678          4.1804      72.8239      89.3116

173      51.4800      91.8482          6.1196      79.7803     103.9161

174      47.7500      70.0378          3.4606      63.2134      76.8621

175      31.8500      87.7045          5.2976      77.2576      98.1514

176      44.1500      79.3010          3.9470      71.5175      87.0845

177      70.4500      92.0079          6.1525      79.8750     104.1407

178     127.2800      83.4392          4.5422      74.4820      92.3964

179      58.2000      64.1890          3.8973      56.5035      71.8744

180     181.5500      76.1501          3.6273      68.9970      83.3033

181      42.7900      86.4987          5.0729      76.4949      96.5025

182      46.7900      82.6913          4.4227      73.9696      91.4130

183     127.5300      84.3238          4.6891      75.0769      93.5707

184     180.0300      86.8035          5.1289      76.6891      96.9178

185      21.6000      73.7398          3.4839      66.8695      80.6101

186      35.9700      60.5408          4.3981      51.8676      69.2140

187      22.8600      45.7008          7.2993      31.3065      60.0950

188      75.3300      85.7768          4.9422      76.0307      95.5229

189      27.5100      49.0791          6.5689      36.1252      62.0330

190      68.7100      70.6434          3.4476      63.8447      77.4421

191     107.1800      47.6148          6.8823      34.0427      61.1868

192       3.0400      67.1459          3.6102      60.0265      74.2652

193     100.4000      55.1555          5.3383      44.6282      65.6827

194     176.2400      57.5664          4.8943      47.9147      67.2180

195     277.8600      81.6640          4.2665      73.2503      90.0777

196      40.3600      88.5634          5.4621      77.7920      99.3347

197      23.0200      42.7222          7.9615      27.0219      58.4224

198      77.5400      50.7529          6.2174      38.4920      63.0137

199      72.0600      57.6698          4.8760      48.0543      67.2854

200      75.3000      74.2035          3.5040      67.2937      81.1134

Output Statistics

Obs        95% CL Predict         Residual

169     -33.2555     159.3004     -13.5924

170     -21.1020     171.3039      24.3290

171     -15.9913     176.5749     -63.1218

172     -15.2332     177.3687      87.9822

plot of v3 by  square of v1 with best fitting line           109

05:48 Wednesday, October 22, 2003

The REG Procedure

Model: MODEL1

Dependent Variable: v3

Output Statistics

Obs        95% CL Predict         Residual

173      -4.8552     188.5516     -40.3682

174     -26.1521     166.2276     -22.2878

175      -8.8100     184.2190     -55.8545

176     -16.9617     175.5636     -35.1510

177      -4.7036     188.7194     -21.5579

178     -12.9254     179.8038      43.8408

179     -32.0658     160.4437      -5.9890

180     -20.0636     172.3638     105.3999

181      -9.9688     182.9662     -43.7087

182     -13.6517     179.0343     -35.9013

183     -12.0682     180.7158      43.2062

184      -9.6756     183.2825      93.2265

185     -22.4533     169.9329     -52.1398

186     -35.7979     156.8794     -24.5708

187     -51.3204     142.7219     -22.8408

188     -10.6644     182.2179     -10.4468

189     -47.7389     145.8970     -21.5691

190     -25.5446     166.8314      -1.9334

191     -49.2878     144.5173      59.5652

192     -29.0653     163.3570     -64.1059

193     -41.3678     151.6787      45.2445

194     -38.8653     153.9980     118.6736

195     -14.6516     177.9796     196.1960

196      -7.9868     185.1135     -48.2034

197     -54.5013     139.9457     -19.7022

198     -45.9748     147.4805      26.7871

199     -38.7582     154.0979      14.3902

200     -21.9924     170.3994       1.0965

Sum of Residuals                           0

Sum of Squared Residuals              468717

Predicted Residual SS (PRESS)         480279