Dependent Variable: Y

Method: ML - Binary Logit (Quadratic hill climbing)

Sample: 1 196

Included observations: 196

Variable

Coefficient

Std. Error

z-Statistic

Prob.  

X1

-0.030412

0.312168

-0.097422

0.9224

X2

0.622584

0.323493

1.924565

0.0543*

X3

0.179662

0.199605

0.900086

0.3681

X4

-0.285319

0.475618

-0.599891

0.5486

X5

-0.626208

0.370960

-1.688072

0.0914*

X6

1.162410

0.615764

1.887751

0.0591*

X7

0.795024

0.239383

3.321139

0.0009**

X8

-0.815326

0.367591

-2.218022

0.0266**

X9

-0.265208

0.335939

-0.789454

0.4298

C

-4.133874

2.106255

-1.962665

0.0497

Mean dependent var

0.132653

    S.D. dependent var

0.340068

S.E. of regression

0.315952

    Akaike info criterion

0.750864

Sum squared resid

18.56759

    Schwarz criterion

0.918115

Log likelihood

-63.58465

    Hannan-Quinn criter.

0.818575

Restr. log likelihood

-76.71423

    Avg. log likelihood

-0.324411

LR statistic (9 df)

26.25916

    McFadden R-squared

0.171149

Probability(LR stat)

0.001853

Obs with Dep=0

170

     Total obs

196

Obs with Dep=1

26

Dependent Variable: Y

Method: ML - Binary Logit (Quadratic hill climbing)

Sample: 1 196

Included observations: 196

Variable

Coefficient

Std. Error

z-Statistic

Prob.  

X1

0.067735

0.229847

0.294696

0.7682

X2

1.005201

0.255160

3.939494

0.0001***

X3

0.094375

0.150722

0.626153

0.5312

X4

0.242213

0.339781

0.712850

0.4759

X5

-0.622816

0.295129

-2.110316

0.0348**

X6

0.561632

0.462936

1.213196

0.2251

X7

0.590912

0.179412

3.293606

0.0010***

X8

-0.619435

0.277995

-2.228223

0.0259**

X9

-0.028483

0.248594

-0.114575

0.9088

C

-4.782454

1.606787

-2.976407

0.0029

Mean dependent var

0.280612

    S.D. dependent var

0.450449

S.E. of regression

0.413533

    Akaike info criterion

1.089146

Sum squared resid

31.80782

    Schwarz criterion

1.256397

Log likelihood

-96.73631

    Hannan-Quinn criter.

1.156857

Restr. log likelihood

-116.3320

    Avg. log likelihood

-0.493553

LR statistic (9 df)

39.19139

    McFadden R-squared

0.168446

Probability(LR stat)

1.06E-05

Obs with Dep=0

141

     Total obs

196

Obs with Dep=1

55