Moments Calculation for the Double Truncated Multivariate Normal Density

In the present article we deal with the problem of computing the first and second moments for the rectangularly double truncated multivariate normal density. Our primary aim is to extend the derivation of Tallis (1961) to general mean and covariance for double truncation. Indeed we also deduce a simple computer algorithm for computing the first two moments and the bivariate marginal density.

[1]  S. Rosenbaum Moments of a Truncated Bivariate Normal Distribution , 1961 .

[2]  G. M. Tallis The Moment Generating Function of the Truncated Multi‐Normal Distribution , 1961 .

[3]  G. M. Tallis Elliptical and Radial Truncation in Normal Populations , 1963 .

[4]  G. M. Tallis Plane Truncation in Normal Populations , 1965 .

[5]  M. A. Hamdan,et al.  Correlation in a Bivariate Normal Distribution with Truncation in Both Variables , 1971 .

[6]  W. R. Buckland,et al.  Distributions in Statistics: Continuous Multivariate Distributions , 1973 .

[7]  Takeshi Amemiya,et al.  Multivariate Regression and Simultaneous Equation Models when the Dependent Variables Are Truncated Normal , 1974 .

[8]  Derrick S. Tracy,et al.  Recurrence relations for the moments of truncated multinormal distribution , 1976 .

[9]  Lung-fei Lee,et al.  On the first and second moments of the truncated multi-normal distribution and a simple estimator , 1979 .

[10]  Lung-fei Lee,et al.  The determination of moments of the doubly truncated multivariate normal tobit model , 1983 .

[11]  G. M. Tallis,et al.  Algorithm AS 249: evaluation of the mean and covariance of the truncated multinormal distribution , 1989 .

[12]  Bengt Muthén,et al.  Moments of the censored and truncated bivariate normal distribution , 1990 .

[13]  J. N. R. Jeffers,et al.  Graphical Models in Applied Multivariate Statistics. , 1990 .

[14]  Jack Cartinhour,et al.  One-dimensional marginal density functions of a truncated multivariate normal density function , 1990 .

[15]  D. Edwards Introduction to graphical modelling , 1995 .

[16]  R. Strawderman Continuous Multivariate Distributions, Volume 1: Models and Applications , 2001 .

[17]  A note on distortions induced by truncation with applications to linear regression systems , 2008 .

[18]  N. L. Johnson,et al.  Continuous Multivariate Distributions, Volume 1: Models and Applications , 2019 .

[19]  Stefan Wilhelm,et al.  tmvtnorm: A Package for the Truncated Multivariate Normal Distribution , 2010, R J..