Truncated Normal and Student's t-distribution toolbox

Perfect simulation from the truncated (multivariate) normal and student's t-distribution.

Al momento, stai seguendo questo contributo

The toolbox includes:
1. fast random number generators from the truncated univariate and multivariate student/normal distributions;
2. (Quasi-) Monte Carlo estimator of the cumulative distribution function of the multivariate student/normal;
3. accurate computation of the quantile function of the normal distribution in the extremes of its tails.
Reference:
Z. I. Botev (2017), The Normal Law Under Linear Restrictions: Simulation and Estimation via Minimax Tilting, Journal of the Royal Statistical Society, Series B, Volume 79, Part 1, pp. 1-24

Cita come

Zdravko Botev (2026). Truncated Normal and Student's t-distribution toolbox (https://it.mathworks.com/matlabcentral/fileexchange/53796-truncated-normal-and-student-s-t-distribution-toolbox), MATLAB Central File Exchange. Recuperato .

Riconoscimenti

Ispirato da: Truncated Normal Generator

Ispirato: Truncated Normal Generator

Categorie

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Informazioni generali

Compatibilità della release di MATLAB

  • Compatibile con qualsiasi release

Compatibilità della piattaforma

  • Windows
  • macOS
  • Linux
Versione Pubblicato Note della release Action
2.0

- toolbox can now deal with multivariate truncated Student's t-distribution
- updated reference

1.0.0.0