Table 1 References for sample size calculation
Title | Primer | Concepts | Sample size | ROT | Simulation |
|---|---|---|---|---|---|
Some practical guidelines for effective sample size determination [2] | ✓ | ✓ | |||
Sample size calculations for the design of health studies: a review of key concepts for non-statisticians [1] | ✓ | ✓ | |||
Sample size calculations: basic principles and common pitfalls [15] | ✓ | ✓ | |||
Sample size: how many participants do I need in my research? [3] | ✓ | ✓ | |||
Using effect size–or why the P value is not enough [8] | ✓ | ✓ | |||
Statistics and ethics: some advice for young statisticians [16] | ✓ | ||||
Separated at birth: statisticians, social scientists and causality in health services research [17] | ✓ | ||||
Reporting the results of epidemiological studies [9] | ✓ | ||||
Surgical mortality as an indicator of hospital quality: the problem with small sample size [18] | ✓ | ||||
Do multiple outcome measures require p-value adjustment? [11] | ✓ | ||||
The problem of multiple inference in studies designed to generate hypothesis [19] | ✓ | ||||
Understanding power and rules of thumb for determining sample sizes [20] | ✓ | ✓ | |||
Statistical rules of thumb [21] | ✓ | ||||
A suggested statistical procedure for estimating the minimum sample size required for a complex cross-sectional study [22] | Complex cross-sectional | ||||
A simple method of sample size calculation for liner and logistic regression [23] | Regression | ✓ | |||
How many subjects does it take to do a regression analysis [10] | Regression | ✓ | |||
Sample size determination in logistic regression [24] | Logistic regression | ✓ | |||
A simulation study of the number of events per variable in a logistic regressions analysis [25] | Logistic regression | ✓ | |||
Power and sample size calculations for studies involving linear regression [26] | Linear regression | ✓ | |||
How to calculate sample size in randomized controlled trial? [27] | Randomised control trial | ✓ | |||
Sufficient sample sizes for multilevel modelling [28] | Multilevel | ✓ | |||
Sample size considerations for multilevel surveys [29] | Multilevel | ✓ | |||
Sample size and accuracy of estimates in multilevel models: new simulation results [30] | Multilevel | ✓ | |||
Robustness issues in multilevel regression analysis [31] | Multilevel | ✓ |