package edu.northwestern.at.utils.math.distributions;
/* Please see the license information at the end of this file. */
/** Point probabilities and percentage points for statistical distributions.
*
* <p>
* This class provides "one stop shopping" for point probabilities
* percentage points for commonly used statistical distributions.
* These include the Beta, F, t, chi-square, and normal distributions.
* Both the forward (probability) and inverse (percentage point) functions
* are provided. This class is actually just provides a shim to the
* methods in the individual classes for each distribution.
* </p>
*
* <p>
* Point probability routines
* </p>
*
* <ul>
* <li>chisquare -- significance of chi-square</li>
* <li>f -- significance of F</li>
* <li>normal -- significance of normal value</li>
* <li>t -- significance of Student's t</li>
* </ul>
*
* <p>
* Inverse distributions (percentage points)
* </p>
*
* <ul>
* <li>chisquareInverse -- inverse chi-square</li>
* <li>fInverse -- inverse F</li>
* <li>normalInverse -- inverse normal</li>
* <li>tInverse -- inverse t</li>
* </ul>
*/
public class Sig
{
/* --- Chisquare --- */
public static double chisquare( double chiSquare , double df )
{
return ChiSquare.chisquare( chiSquare , df );
}
public static double chisquare( double chiSquare , int df )
{
return ChiSquare.chisquare( chiSquare , (double)df );
}
public static double chisquareInverse( double p , double df )
{
return ChiSquare.chisquareInverse( p , df );
}
public static double chisquareInverse( double p , int df )
{
return ChiSquare.chisquareInverse( p , (double)df );
}
/* --- Fisher's F --- */
public static double f( double f , double dfn , double dfd )
{
return FishersF.f( f , dfn , dfd );
}
public static double f( double f , int dfn , int dfd )
{
return FishersF.f( f , (double)dfn , (double)dfd );
}
public static double fInverse( double p , double dfn , double dfd )
{
return FishersF.fInverse( p , dfn , dfd );
}
public static double fInverse( double p , int dfn , int dfd )
{
return FishersF.fInverse( p , (double)dfn , (double)dfd );
}
/* --- Normal distribution --- */
public static double normal( double z )
{
return Normal.normal( z );
}
public static double normalInverse( double p )
{
return Normal.normalInverse( p );
}
/* --- Student's t --- */
public static double t( double t , double df )
{
return Studentst.t( t , df );
}
public static double t( double t , int df )
{
return Studentst.t( t , (double)df );
}
public static double tInverse( double p , double df )
{
return Studentst.tInverse( p , df );
}
public static double tInverse( double p , int df )
{
return Studentst.tInverse( p , (double)df );
}
public static double sidak( double p , int n )
{
double result = p;
if ( n > 1 ) result = 1.0D - Math.pow( 1.0D - p , ( 1.0D / n ) );
return result;
}
public static double bonferroni( double p , int n )
{
double result = p;
if ( n > 1 ) result = result / (double)n;
return result;
}
/** Make class non-instantiable but inheritable.
*/
protected Sig()
{
}
}
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