Adriana F. Chávez De la Peña, Ph.D.
Tutorials and Teaching Materials
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Descriptive statistics
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- Frequency distributions (Plots and tables)
- Summary statistics
- Correlation and covariance
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Inferential statistics
- Probability and inference
- Modeling and parameter estimation
- Frequentist approach
- Hypothesis specification and testing
- Type I and Type II errors
- Power analysis
- Decision rules
- p-values
- Confidence intervals
- Bayesian approach
- Bayes Theorem
- Bayesian inference
Resources for Teaching