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|Assistance with formulating hypotheses, conducting tests, and interpreting results.
|Type I and Type II errors
|Understanding the concept of false positives and false negatives in hypothesis testing.
|Analysis and calculation of statistical power to detect meaningful effects.
|Measurement and interpretation of the magnitude of relationships or differences.
|Parametric and non-parametric tests
|Application of appropriate statistical tests based on data characteristics.
|Handling and adjusting for the inflation of Type I error rates with multiple tests.
|Examining relationships and associations between variables using correlation techniques.
|Analyzing the relationship between a dependent variable and one or more predictors.
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