A Note on Computing Extreme Tail Probabilities of the Noncentral $t$-Distribution with Large Noncentrality Parameter
Acta Universitatis Palackianae Olomucensis. Facultas Rerum Naturalium. Mathematica, Tome 52 (2013) no. 2, pp. 131-143
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The noncentral $t$-distribution is a generalization of the Student’s$t$-distribution. In this paper we suggest an alternative approach for computing the cumulative distribution function (CDF) of the noncentral$t$-distribution which is based on a direct numerical integration of a well behaved function. With a double-precision arithmetic, the algorithm provides highly precise and fast evaluation of the extreme tail probabilities of the noncentral $t$-distribution, even for large values of the noncentrality parameter $\delta $ and the degrees of freedom $\nu $. The implementation of the algorithm is available at the MATLAB Central, File Exchange: www.mathworks.com/matlabcentral/fileexchange/41790-nctcdfvw.
The noncentral $t$-distribution is a generalization of the Student’s$t$-distribution. In this paper we suggest an alternative approach for computing the cumulative distribution function (CDF) of the noncentral$t$-distribution which is based on a direct numerical integration of a well behaved function. With a double-precision arithmetic, the algorithm provides highly precise and fast evaluation of the extreme tail probabilities of the noncentral $t$-distribution, even for large values of the noncentrality parameter $\delta $ and the degrees of freedom $\nu $. The implementation of the algorithm is available at the MATLAB Central, File Exchange: www.mathworks.com/matlabcentral/fileexchange/41790-nctcdfvw.
Classification :
62-04, 62E15
Keywords: noncentral $t$-distribution; cumulative distribution function (CDF); noncentrality parameter; extreme tail probability; MATLAB algorithm
Keywords: noncentral $t$-distribution; cumulative distribution function (CDF); noncentrality parameter; extreme tail probability; MATLAB algorithm
@article{AUPO_2013_52_2_a11,
author = {Witkovsk\'y, Viktor},
title = {A {Note} on {Computing} {Extreme} {Tail} {Probabilities} of the {Noncentral} $t${-Distribution} with {Large} {Noncentrality} {Parameter}},
journal = {Acta Universitatis Palackianae Olomucensis. Facultas Rerum Naturalium. Mathematica},
pages = {131--143},
year = {2013},
volume = {52},
number = {2},
mrnumber = {3202386},
zbl = {06296021},
language = {en},
url = {http://geodesic.mathdoc.fr/item/AUPO_2013_52_2_a11/}
}
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Witkovský, Viktor. A Note on Computing Extreme Tail Probabilities of the Noncentral $t$-Distribution with Large Noncentrality Parameter. Acta Universitatis Palackianae Olomucensis. Facultas Rerum Naturalium. Mathematica, Tome 52 (2013) no. 2, pp. 131-143. http://geodesic.mathdoc.fr/item/AUPO_2013_52_2_a11/