F_inverse_cdf

Evaluates the inverse of the F distribution function.

Synopsis

#include <imsls.h>

float imsls_f_F_inverse_cdf (float p, float df_numerator, float df_denominator)

The type double function is imsls_d_F_inverse_cdf.

Required Arguments

float p (Input)
Probability for which the inverse of the F distribution function is to be evaluated. Argument p must be in the open interval (0.0, 1.0).

float df_numerator (Input)
Numerator degrees of freedom. Argument df_numerator must be positive.

float df_denominator (Input)
Denominator degrees of freedom. Argument df_denominator must be positive.

Return Value

The value of the inverse of the F distribution function evaluated at p. The probability that an F random variable takes a value less than or equal to imsls_f_F_inverse_cdf is p.

Description

Function imsls_f_F_inverse_cdf evaluates the inverse distribution function of a Snedecor’s F random variable with ν1 = df_numerator numerator degrees of freedom and ν2 = df_denominator denominator degrees of freedom. The function is evaluated by making a transformation to a beta random variable, then evaluating the inverse of an incomplete beta function. If X is an F variate with ν1 and ν2 degrees of freedom and Y = (ν1X)/(ν2 + ν1X), then Y is a beta variate with parameters p = ν1/2 and q = ν2/2. If p ≤ 0.5, imsls_f_F_inverse_cdf uses this relationship directly; otherwise, it also uses a relationship between F random variables that can be expressed as follows:

FF(f|v1, v2) = 1 - FF(1/f|v2, v1)

Example

This example finds the 99-th percentage point for an F random variable with 7 and 1 degrees of freedom.

 

#include <imsls.h>

#include <stdio.h>

 

int main()

{

    float  df_denominator = 1.0, df_numerator = 7.0, p = 0.99, f;

 

    f = imsls_f_F_inverse_cdf(p, df_numerator, df_denominator);

    printf("The F(7,1) 0.01 critical value is %6.3f\n", f);

}

Output

 

The F(7,1) 0.01 critical value is 5928.370

Fatal Errors

IMSLS_F_INVERSE_OVERFLOW

Function imsls_f_F_inverse_cdf overflows. This is because df_numerator or df_denominator and p are too large. The return value is set to machine infinity.