User:Astipete/Books/Stat Basics
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Stat Basics[edit]
- Statistical tests
- Statistical hypothesis testing
- Lady tasting tea
- Fisher's exact test
- Statistical model
- Statistical significance
- Null hypothesis
- Alternative hypothesis
- Type I and type II errors
- Statistical power
- P-value
- Confidence interval
- Sample mean and sample covariance
- Variance
- Normality test
- Shapiro–Wilk test
- Kolmogorov–Smirnov test
- Q–Q plot
- Wald test
- Likelihood-ratio test
- Student's t-test
- Welch's t test
- F-test
- Fixed effects model
- Random effects model
- Mixed model
- Analysis of variance
- One-way analysis of variance
- Kruskal–Wallis one-way analysis of variance
- Akaike information criterion
- Resampling (statistics)
- Non-parametric methods
- Mann–Whitney U test
- Log-rank test
- Wilcoxon signed-rank test
- McNemar's test
- Kaplan–Meier estimator
- Contingency table
- Distributions
- Normal distribution
- Student's t-distribution
- Binomial distribution
- Bernoulli distribution
- Poisson distribution
- F-distribution
- Hypergeometric distribution
- Log-normal distribution