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On the computation of a bivariate 𝑡-distribution
- Source :
- Mathematics of Computation. 23:319-333
- Publication Year :
- 1969
- Publisher :
- American Mathematical Society (AMS), 1969.
-
Abstract
- The cumulative bivariate t t -distribution associated with random variables T 1 = X 1 / ( S / k ) 1 / 2 {T_1} = {X_1}/{(S/k)^{1/2}} , T 2 = X 2 / ( S / k ) 1 / 2 {T_2} = {X_2}/{(S/k)^{1/2}} is considered where X 1 {X_1} , X 2 {X_2} are bivariate normal with correlation coefficient ρ \rho and S S is an independent χ 2 {\chi ^2} random variable with k k degrees of freedom. Representations in terms of series and simple, one-dimensional quadratures are presented together with efficient computational procedures for the special functions used in numerical evaluation.
- Subjects :
- Algebra and Number Theory
Correlation coefficient
Covariance matrix
Applied Mathematics
Cumulative distribution function
Multivariate normal distribution
Bivariate analysis
Quadrature (mathematics)
Algebra
Computational Mathematics
Special functions
Applied mathematics
Random variable
Mathematics
Subjects
Details
- ISSN :
- 10886842 and 00255718
- Volume :
- 23
- Database :
- OpenAIRE
- Journal :
- Mathematics of Computation
- Accession number :
- edsair.doi...........4ab4389612a8f14a1f2f18cb3b8bfede