LogicReg (version 1.6.5)

logreg.testdat: Test data for Logic Regression


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



Run this code

Run the code above in your browser using DataCamp Workspace