Sample Size Estimation and Power Analysis: Longitudinal Data

2021 ◽  
pp. 301-314
Author(s):  
Sin-Ho Jung
Keyword(s):  
Longitudinal Data ◽  
Sample Size ◽  
Power Analysis ◽  
Sample Size Estimation ◽  
Size Estimation

scholarly journals Power analysis and sample size estimation for sequence-based association studies

2014 ◽  
Vol 30 (16) ◽  
pp. 2377-2378 ◽  
Author(s):  
Gao T. Wang ◽  
Biao Li ◽  
Regie P. Lyn Santos-Cortez ◽  
Bo Peng ◽  
Suzanne M. Leal
Keyword(s):  
Sample Size ◽  
Power Analysis ◽  
Association Studies ◽  
Sample Size Estimation ◽  
Size Estimation

scholarly journals Power analysis and sample size estimation for RNA-Seq differential expression

RNA ◽  
2014 ◽  
Vol 20 (11) ◽  
pp. 1684-1696 ◽  
Author(s):  
Travers Ching ◽  
Sijia Huang ◽  
Lana X. Garmire
Keyword(s):  
Sample Size ◽  
Differential Expression ◽  
Power Analysis ◽  
Sample Size Estimation ◽  
Size Estimation ◽  
Rna Seq

scholarly journals General considerations for sample size estimation in animal study

2021 ◽  
Vol 74 (1) ◽  
pp. 23-29
Author(s):  
Mun Jung Ko ◽  
Chi-Yeon Lim
Keyword(s):  
Sample Size ◽  
Power Analysis ◽  
Animal Studies ◽  
Animal Experiments ◽  
Small Sample ◽  
Sample Size Estimation ◽  
Size Estimation ◽  
Important Process ◽  
Planning Stage

The aim of this paper is to introduce basic concepts and methods for calculating sample size in animal studies. At the planning stage of clinical studies, the determination of the sample size is a very important process to show the validity, accuracy, and reliability of the study. However, not all studies require a sample size to be calculated. Before conducting the study, it is essential to determine whether the study objectives suggest a pilot and exploratory study, as well as the purpose of testing the hypothesis of interest. Since most animal experiments are pilot and exploratory studies, it would be more appropriate to review other considerations for conducting an experiment while maintaining scientific and qualitative levels rather than sample size estimation. Sample size is calculated in various situations in animal studies. Therefore, it can be estimated according to the situations and objectives through the methods of precision analysis, power analysis, and so on. In some cases, nonparametric methods can be employed if the assumptions of normality is not met or a small sample is available for the study.

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