Modules By Topic
American Ninja Warrior - Kaplan-Meier Survival Analyis
Kaplan-Meier
Log Rank test
Nonparametric tests
MLB Injuries - Introductory Time Series Analysis
Time series plots
Time series decomposition
Residual analysis
Simple forecasting
MMA Fight Decisions
Variable types
Chi-square test (2x2)
Fisher Exact test
Chi-square test (rxc)
Mosaic plots
PGA - Scheffler Greens in Regulation
Confidence Intervals
Single Proportion Hypothesis Testing
Comparing Two Proportions
PGA - Scheffler Greens in Regulation (No R)
Sample Proportions
Single Proportion Confidence Intervals
Comparing Two Proportions
PGA - Scoring Average Confidence Intervals
Single Mean Confidence Intervals
Single Mean Hypothesis Testing
PGA - Scoring Average Confidence Intervals (No R)
Single Mean Confidence Intervals
Single Mean Hypothesis Testing
Tennis Sample Size
Sample size
Power
Independent two sample t-test
Independent two sample test of proportions
Hypotheses testing
Types of errors
Volleyball - Women’s NCAA Division I
Variable types
ggplot basics
Exploratory Data Analysis (EDA)
Histograms
Bar plots (simple & stacked)
Scatterplots
Ridge plots
Boxplots
What’s the prime age of an MLB player?
Data wrangling
Dplyr basics
Tidyverse
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