The output table specified by the OutputTable argument stores the estimated coefficients and statistics, which are used by the functions GLMPredict and LikelihoodRatioTest.
Columns
Column | Description |
---|---|
attribute | Numeric index of predictor. |
predictor | Predictor name. |
category | For categorical predictor, its level. For numeric predictor, NULL. |
estimate | Estimated coefficient. |
std_error | Standard error of coefficient. |
t_score | [Appears only with Family ('GAUSSIAN').] The t_score follows a t(N-p-1) distribution. |
z_score | [Appears only without Family ('GAUSSIAN').] The z-score follows the N(0,1) distribution. |
p_value | p-value for z_score. (p-value represents significance of each coefficient.) |
significance | Indicator of predictor significance. For key to symbols in this column, see CoxPH Output. |
family | Distribution exponential family, specified by Family argument. |
Rows
The OutputTable includes a row for each of the following parameters.
Parameter | Description |
---|---|
Loglik | Log likelihood of model. |
(Intercept) | Value of link function (Y) when all predictors are 0. |
Predictors | Predictor name. For categorical predictor, table has a row for each level of the predictor. |