------------------------------ Logistic Regression -------------------------------

 

 

Dependent Y: Hall

 

Cases with Y=0:   161     88.95%

Cases with Y=1:    20     11.05%

Total Cases:      181

 

 

Explanatory Model

 

Hall = Constant + CAVG + 100RBI + ALLSTAR + PA + MVP + WSIMP + 3000 HIT

                + C + e

 

 

Model Fit Statistics

 

Initial -2 Log Likelihood      125.814

Model -2 Log Likelihood         14.101    Iteration (13)

Cox & Snell Rsq                  0.461

McFadden Rsq                     0.888

Model Chi-Square               111.714    df 8    p< 0.0000

 

 

Coefficients

 

    Variable        b Coeff.          SE         Wald         p <         OR

----------------------------------------------------------------------------------

    Constant        -46.1955     25.9437       3.1706      0.0750

        CAVG         67.8167     59.7693       1.2874      0.2565  2.834029E+29

      100RBI          0.5658      0.3691       2.3501      0.1253     1.7608

     ALLSTAR          1.3861      0.5896       5.5277      0.0187     3.9992

          PA          0.0013      0.0009       2.2006      0.1380     1.0013

         MVP          0.3645      1.1868       0.0943      0.7587     1.4399

       WSIMP          0.0001      0.0249       0.0000      0.9963     1.0001

    3000 HIT         14.9332    169.5358       0.0078      0.9298  3057919.4303

           C          3.5857      2.9838       1.4441      0.2295    36.0785

----------------------------------------------------------------------------------

 

 

Estimated Model

 

Hall = -46.1955 + 67.8167(CAVG) + .5658(100RBI) + 1.3861(ALLSTAR) + .0013(PA)

                + .3645(MVP) + .0001(WSIMP) + 14.9332(3000 HIT)

                + 3.5857(C)

 

Classification Table (.50 cutpoint)

 

 

                    Predicted Y

Observed Y          0          1       % Correct

             +-----------+-----------+

         0   |       159 |         2 |     98.76

             +-----------+-----------+

         1   |         0 |        20 |    100.00

             +-----------+-----------+----------

                                Total      98.90

 

 

 

 

 

 

 

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