How large should my sample be? Some quick guides to sample size and the power of tests

被引:33
作者
Sheppard, CRC [1 ]
机构
[1] Univ Warwick, Dept Biol Sci, Coventry CV4 7AL, W Midlands, England
关键词
power; statistics; sample size; probability;
D O I
10.1016/S0025-326X(99)00048-X
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This article provides a simple explanation of how power analysis can help us determine how large a sample should be. It covers basic examples of three commonly used tests: t-test, chi(2) test and analysis of variance. It presents several graphs which can be used to obtain important critical values, such as required sample size for a particular task, and the power (or ability) of a chosen statistical test to actually determine the task required of it. (C) 1999 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:439 / 447
页数:9
相关论文
共 10 条
[1]   Type-II statistical errors in environmental science and the precautionary principle [J].
BuhlMortensen, L .
MARINE POLLUTION BULLETIN, 1996, 32 (07) :528-531
[2]  
Cohen J., 1988, STAT POWER ANAL BEHA, DOI 10.1016/C2013-0-10517-X
[3]   GPOWER: A general power analysis program [J].
Erdfelder, E ;
Faul, F ;
Buchner, A .
BEHAVIOR RESEARCH METHODS INSTRUMENTS & COMPUTERS, 1996, 28 (01) :1-11
[4]  
GRAY J, 1999, IN PRESS MARINE POLL
[5]   Environmental science and a precautionary approach revisited [J].
Gray, JS .
MARINE POLLUTION BULLETIN, 1996, 32 (07) :532-534
[6]   PRECAUTIONARY PRINCIPLE .2. STATISTICAL POWER ANALYSIS AND THE PRECAUTIONARY PRINCIPLE [J].
PETERMAN, RM ;
MGONIGLE, M .
MARINE POLLUTION BULLETIN, 1992, 24 (05) :231-234
[8]   Manuscripts submitted: (2) Regional variations [J].
Sheppard, C .
MARINE POLLUTION BULLETIN, 1998, 36 (06) :402-403
[9]  
Sokal RR., 1981, BIOMETRY
[10]  
Thomas L., 1997, B ECOL SOC AM, V78, P126