com.imsl.test.example.datamining

Class LogisticRegressionEx1

java.lang.Object

com.imsl.test.example.datamining.LogisticRegressionEx1

public class LogisticRegressionEx1
extends Object

Trains a logistic regression model for a binomial response variable.

This example models the number of deaths (y1) out of a number of beetles (freqs) exposed to a chemical at a given dosage (x1). It then predicts the number of deaths out of a number of beetles (freqs2) exposed to new dosages (x2) using the fitted model.

See Also:

Code, Output

Constructor Summary

Constructors

Constructor and Description
LogisticRegressionEx1()

Method Summary

Modifier and Type	Method and Description
static void	main(String[] args)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

LogisticRegressionEx1

public LogisticRegressionEx1()

Method Detail

main

public static void main(String[] args)
                 throws Exception

Throws:

Exception