A representation of multivariate normal probability integrals by integral transforms

SUMMARY By using the integral representation of the Hermite polynomial, the tetrachoric series for arbitrary dimension K is transformed into a finite sum of multivariate Fourier transforms over (- oo, oo) each involving the normal characteristic function divided by the product of the variables of integration. These integral transforms are evaluated numerically by Gaussian quadrature and provide rapidly convergent formulae for the multivariate normal probability integral.

[1]  M. G. Kendall,et al.  iv) Proof of Relations connected with the Tetrachoric Series and its Generalization , 1941 .

[2]  J. T. Webster On the application of the method of Das in evaluating a multivariate normal integral , 1970 .

[3]  K. S. Kölbig,et al.  Errata: Milton Abramowitz and Irene A. Stegun, editors, Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables, National Bureau of Standards, Applied Mathematics Series, No. 55, U.S. Government Printing Office, Washington, D.C., 1994, and all known reprints , 1972 .

[4]  D R Childs,et al.  Reduction of the multivariate normal integral to characteristic form. , 1967, Biometrika.

[5]  I. Abrahamson Orthant Probabilities for the Quadrivariate Normal Distribution , 1964 .

[6]  Roy C. Milton,et al.  Computer Evaluation of the Multivariate Normal Integral , 1972 .

[7]  R. Plackett A REDUCTION FORMULA FOR NORMAL MULTIVARIATE INTEGRALS , 1954 .

[8]  Irene A. Stegun,et al.  Handbook of Mathematical Functions. , 1966 .

[9]  P. Moran,et al.  Rank correlation and product-moment correlation. , 1948, Biometrika.

[10]  Karl Pearson,et al.  Mathematical contributions to the theory of evolution. VIII. On the correlation of characters not quantitatively measurable , 1900, Proceedings of the Royal Society of London.

[11]  M. C. Cheng The Orthant Probabilities of Four Gaussian Variates , 1969 .

[12]  K. Pearson Mathematical contributions to the theory of evolution. VIII. On the correlation of characters not quantitatively measurable , 2022, Proceedings of the Royal Society of London.

[13]  S. Gupta Bibliography on the Multivariate Normal Integrals and Related Topics , 1963 .