نتایج جستجو برای: generating random variables

تعداد نتایج: 666238  

Journal: :The Annals of Mathematical Statistics 1961

Journal: :sahand communications in mathematical analysis 2014
sinem tuğba şahin tekin vadoud najjari h. hasan örkcü

there are several theorical results about order statistics and copulas in the literature that have  been mentioned also by nelsen cite{p20}. the present study after reviewing some of these results, relies on  simulation technique to investigate the mentioned results about order statistics and copulas. the study concentrates on two well known archimedean gumbel and frank families in the case tha...

Journal: :Journal of Statistical Software 2000

2003

Many of the methods in computational statistics require the ability to generate random variables from known probability distributions. This is at the heart of Monte Carlo simulation for statistical inference (Chapter 6), bootstrap and resampling methods (Chapters 6 and 7), Markov chain Monte Carlo techniques (Chapter 11), and the analysis of spatial point processes (Chapter 12). In addition, we...

2011
Dirk P. Kroese Reuven Y. Rubinstein

Many quantitative problems in science, engineering, and economics are nowadays solved via statistical sampling on a computer. Such Monte Carlo methods can be used in three different ways: (1) to generate random objects and processes in order to observe their behavior, (2) to estimate numerical quantities by repeated sampling, and (3) to solve complicated optimization problems through randomized...

Journal: :IEEE Transactions on Information Theory 2013

Journal: :Теория вероятностей и ее применения 2007

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