logreg.testdat: Test data for Logic Regression

In LogicReg: Logic Regression

Test data for Logic Regression

Description

logreg.testdat has 500 cases, and 21 columns. Column 1 is the response Y, column k+1, k=1,...,20 is (binary) predictor Xk. Each predictor Xk is simulated as an independent Bernoulli(pk) random variables, with success probabilities pk between 0.1 and 0.9. The response variable is simulated from the model

Y = 3 + 1 L1 - 2 L2 + N(0,1),

where L1=(X1 or X2) and L2=(X3 or X4). So the task is to use the linear model in the logic regression framework to find L1 and L2.

See Also

logreg

Examples

data(logreg.testdat)

LogicReg documentation built on Aug. 9, 2023, 1:07 a.m.