- Descriptive statistics
- Probability
- Basic concepts and rules of probability
- Conditional probability and independence
- Bayes' theorem and applications
- Counting techniques and combinatorics
- Random variables and probability distributions
- Binomial distribution and Bernoulli trials
- Poisson distribution and Poisson process
- Normal distribution and standard normal curve
- Sampling distribution and central limit theorem

- Inferential statistics
- Regression and correlation
- Analysis of variance (ANOVA)
- Categorical data analysis
- Nonparametric statistics

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