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Biostatistic Resource Lists for CFAR Investigator
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Standard deviation vs. standard error
Median and IQR
Confidence interval of SD
Coefficient of Variation. How to construct confidence interval
Outliers
Correlation coefficient (Person and Spearman)
Transformation of the data
Testing procedure: t-test
Testing procedure: Exact test
Testing procedure: Nonparametric test
Stratified test
Linear regression
Logistic regression
Dose-response analysis
Categorical variables vs. continuous variable (pros and cons)
Analysis of matched data
Missing data
Power calculation