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Factors influencing statistical power Calculate power and sample size Practical power analysis using R Correlation coefficient Twosample mean (ttest)  - Information from advstats.psychstat.org

If sample size is too small the experiment will lack the precision to provide reliable answers to the questions it is  - Information from advstats.psychstat.org