Biostatistics

This github will cover the following topics

1️⃣ Descriptive Statistics

• Measures of Central Tendency (Mean, Median, Mode)
• Measures of Dispersion (Variance, Standard Deviation, IQR)
• Visualization (Histograms, Boxplots, Scatter Plots)

2️⃣ Probability Distributions

• Normal Distribution
• Binomial & Poisson Distributions
• Confidence Intervals

3️⃣ Hypothesis Testing

• t-tests (One-sample, Two-sample, Paired)
• Chi-square test
• ANOVA

4️⃣ Regression Models

• Simple & Multiple Linear Regression
• Logistic Regression for medical classification
• Survival Analysis (Kaplan-Meier, Cox Regression)

5️⃣ Correlation & Association

• Pearson & Spearman correlation
• Odds Ratio & Risk Ratio

6️⃣ Machine Learning in Biostatistics (Optional)

• K-Means Clustering for Patient Data
• Decision Trees for Disease Prediction