com.imsl.test.example.stat

Class UserBasisRegressionEx2

java.lang.Object

com.imsl.test.example.stat.UserBasisRegressionEx2

public class UserBasisRegressionEx2
extends Object

Fits a regression to a polynomial with user defined basis functions.

In this example, we fit the polynomial \(y = c_0 + c_1 x + c_2 x^2 \cdots + c_4 x^4 + \varepsilon\). For this model, the user basis function is \(f_i (x) = x^{i + 1}\) with \(i = 0,1, \cdots ,nBasis = 4\) and hasIntercept=true.

Data are generated using the model \(y = 10 + 2x + 5x^3\) with \(x = 0,1, \cdots 9\).

See Also:

Code, Output

Constructor Summary

Constructors

Constructor and Description
UserBasisRegressionEx2()

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

UserBasisRegressionEx2

public UserBasisRegressionEx2()

Method Detail

main

public static void main(String[] args)