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Monte Carlo Methods and Applications

Managing Editor: Sabelfeld, Karl K.

Editorial Board Member: Binder, Kurt / Bouleau, Nicolas / Chorin, Alexandre J. / Dimov, Ivan / Dubus, Alain / Egorov, Alexander D. / Ermakov, Sergei M. / Halton, John H. / Heinrich, Stefan / Kalos, Malvin H. / Lepingle, D. / Makarov, Roman / Mascagni, Michael / Mathe, Peter / Niederreiter, Harald / Platen, Eckhard / Sawford, Brian R. / Schmid, Wolfgang Ch. / Schoenmakers, John / Simonov, Nikolai A. / Sobol, Ilya M. / Spanier, Jerry / Talay, Denis


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Comparison of Time–to–Event Data for Clinical Trials

Saralees Nadarajah1

1Saralees Nadarajah, School ofMathematics, University of Manchester, Manchester M60 1QD, UK.

2Email:

Citation Information: Monte Carlo Methods and Applications mcma. Volume 13, Issue 1, Pages 21–35, ISSN (Online) 1569-3961, ISSN (Print) 0929-9629, DOI: 10.1515/MCMA.2007.002, May 2007

Publication History

Published Online:
2007-05-21

Ratios of random variables arise frequently in medical–pharmaceutical applications. A selected review of this literature is provided, followed by a new method to compare time–to–event data from clinical trials. This method involves studying the ratio of a Pareto random variable to a gamma random variable. The exact distribution of the ratio is derived in terms of special functions. The associated estimation procedures are deduced by the method of moments and the method of maximum likelihood. Finally, computer programs and tabulations of an associated measure of comparison are provided and their practical use illustrated.

Key Words: Clinical trials,; Pareto and gamma distributions,; method of moments.

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[1]
Wen-Jang Huang, Nan-Cheng Su, and Hui-Yi Teng
Communications in Statistics - Theory and Methods, 2014, Page 00
[2]
Saralees Nadarajah
Journal of Statistical Computation and Simulation, 2010, Volume 80, Number 10, Page 1071

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