Statistics Tutorials
Getting Started
Master statistical concepts with our comprehensive tutorials. From basic descriptive statistics to advanced regression analysis, learn through clear explanations and practical examples.
Descriptive Statistics
Fundamentals
Central Tendency & Variability
Probability
Basic Concepts
Common Probability Distributions
- The Normal Distribution: The Bell Curve
- Binomial Distribution: Binary Outcomes(Coming Soon)
- Uniform Distribution: Equal Probability(Coming Soon)
- Bernoulli Distribution: Single Trial Probability(Coming Soon)
Advanced Distributions
- Student's t-Distribution: Small Sample Statistics(Coming Soon)
- Chi-square Distribution: Testing Categorical Data(Coming Soon)
- F Distribution: Comparing Statistical Models(Coming Soon)
- Poisson Distribution: Rare Events(Coming Soon)
Basic Hypothesis Testing
Fundamental Concepts
- Introduction to Hypothesis Testing
- P-values and Statistical Significance
- Type I and Type II Errors
- Standard Error and Confidence Intervals(Coming Soon)
- Choosing the Right Statistical Test(Coming Soon)
Basic Tests
- One Sample Z-Test: Population Mean Claims(Coming Soon)
- Two Sample Z-Test: Comparing Means(Coming Soon)
- One Sample T-Test: Small Samples(Coming Soon)
- Two Sample T-Test: Independent Samples(Coming Soon)
Proportion Tests
- One Proportion Z-Test(Coming Soon)
- Two Proportion Z-Test(Coming Soon)
- Chi-square Test of Independence(Coming Soon)
Advanced Hypothesis Testing
Analysis of Variance (ANOVA) Family
- One-way ANOVA: Complete Guide
- One-way ANOVA with R
- One-way ANOVA with Python
- Two-way ANOVA: Factorial Analysis
- Three-way ANOVA: Multifactorial Analysis(Coming Soon)
- ANCOVA: Controlling for Covariates(Coming Soon)
- Repeated Measures ANOVA(Coming Soon)
Post-hoc Tests
- Tukey's HSD Test(Coming Soon)
- Dunnett's Test(Coming Soon)
- Multiple Comparisons Problem(Coming Soon)
Non-parametric Tests
- Mann-Whitney U Test(Coming Soon)
- Wilcoxon Signed-Rank Test(Coming Soon)
- Kruskal-Wallis Test(Coming Soon)
- Friedman Test(Coming Soon)