SAMPLE SIZE DETERMINATION IN CLINICAL TRIALS BASED ON APPROXIMATION OF VARIANCE ESTIMATED FROM LIMITED PRIMARY OR PILOT STUDIES

In many casses the estimation of variance which is used to determine sample size in clinical trials, derives from limited primary or pilot studies in which number of samples is small. since in such casses the estimation of variance may be much far from the real variance, the size of samples is suspe...

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Main Authors: B SOLEYMANI, S FAGHIHZADEH, G BABAEI, A KAZEMNEJAD
Format: Article
Language:English
Published: Wolters Kluwer Medknow Publications 2001-06-01
Series:Journal of Research in Medical Sciences
Subjects:
Online Access:http://journals.mui.ac.ir/jrms/article/view/3464
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spelling doaj-370a5dd88e0747b8a8ba13f781bebaf62020-11-24T22:53:31ZengWolters Kluwer Medknow PublicationsJournal of Research in Medical Sciences1735-19951735-71362001-06-0162SAMPLE SIZE DETERMINATION IN CLINICAL TRIALS BASED ON APPROXIMATION OF VARIANCE ESTIMATED FROM LIMITED PRIMARY OR PILOT STUDIESB SOLEYMANIS FAGHIHZADEHG BABAEIA KAZEMNEJADIn many casses the estimation of variance which is used to determine sample size in clinical trials, derives from limited primary or pilot studies in which number of samples is small. since in such casses the estimation of variance may be much far from the real variance, the size of samples is suspected to be less or more than what is really needed. In this article an attempt has been made to give a solution to this problem. in the case of normal distribution.
 Based on distribution of (n-1) S2/?2 which is chi-square for normal variables, an appropriate estimation of variance is determined an used to calculate sample size. Also, total probability to ensure specific precision and power has been achived.
 In method presented here, The probability for getting desired precision and power is more than that of usual method, but results of two methods get closer when sample size increases in primary studies. http://journals.mui.ac.ir/jrms/article/view/3464Sample size, Clinical trial, Variance estimation, Pilot studt
collection DOAJ
language English
format Article
sources DOAJ
author B SOLEYMANI
S FAGHIHZADEH
G BABAEI
A KAZEMNEJAD
spellingShingle B SOLEYMANI
S FAGHIHZADEH
G BABAEI
A KAZEMNEJAD
SAMPLE SIZE DETERMINATION IN CLINICAL TRIALS BASED ON APPROXIMATION OF VARIANCE ESTIMATED FROM LIMITED PRIMARY OR PILOT STUDIES
Journal of Research in Medical Sciences
Sample size, Clinical trial, Variance estimation, Pilot studt
author_facet B SOLEYMANI
S FAGHIHZADEH
G BABAEI
A KAZEMNEJAD
author_sort B SOLEYMANI
title SAMPLE SIZE DETERMINATION IN CLINICAL TRIALS BASED ON APPROXIMATION OF VARIANCE ESTIMATED FROM LIMITED PRIMARY OR PILOT STUDIES
title_short SAMPLE SIZE DETERMINATION IN CLINICAL TRIALS BASED ON APPROXIMATION OF VARIANCE ESTIMATED FROM LIMITED PRIMARY OR PILOT STUDIES
title_full SAMPLE SIZE DETERMINATION IN CLINICAL TRIALS BASED ON APPROXIMATION OF VARIANCE ESTIMATED FROM LIMITED PRIMARY OR PILOT STUDIES
title_fullStr SAMPLE SIZE DETERMINATION IN CLINICAL TRIALS BASED ON APPROXIMATION OF VARIANCE ESTIMATED FROM LIMITED PRIMARY OR PILOT STUDIES
title_full_unstemmed SAMPLE SIZE DETERMINATION IN CLINICAL TRIALS BASED ON APPROXIMATION OF VARIANCE ESTIMATED FROM LIMITED PRIMARY OR PILOT STUDIES
title_sort sample size determination in clinical trials based on approximation of variance estimated from limited primary or pilot studies
publisher Wolters Kluwer Medknow Publications
series Journal of Research in Medical Sciences
issn 1735-1995
1735-7136
publishDate 2001-06-01
description In many casses the estimation of variance which is used to determine sample size in clinical trials, derives from limited primary or pilot studies in which number of samples is small. since in such casses the estimation of variance may be much far from the real variance, the size of samples is suspected to be less or more than what is really needed. In this article an attempt has been made to give a solution to this problem. in the case of normal distribution.
 Based on distribution of (n-1) S2/?2 which is chi-square for normal variables, an appropriate estimation of variance is determined an used to calculate sample size. Also, total probability to ensure specific precision and power has been achived.
 In method presented here, The probability for getting desired precision and power is more than that of usual method, but results of two methods get closer when sample size increases in primary studies.
topic Sample size, Clinical trial, Variance estimation, Pilot studt
url http://journals.mui.ac.ir/jrms/article/view/3464
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