Month 15: Statistical Analysis in Business Context
Week 1: Descriptive Statistics in Business
- Day 1: Introduction to Descriptive Statistics
- Day 2: Measures of Central Tendency
- Day 3: Measures of Dispersion
- Day 4: Measures of Position
- Day 5: Understanding Data Distributions
Week 2: Probability and Probability Distributions
- Day 1: Basics of Probability
- Day 2: Conditional Probability and Bayes’ Theorem
- Day 3: Binomial and Poisson Distributions
- Day 4: Normal Distribution
- Day 5: Other Important Distributions in Business
Week 3: Inferential Statistics in Business
- Day 1: Introduction to Inferential Statistics
- Day 2: Confidence Intervals
- Day 3: Hypothesis Testing
- Day 4: ANOVA (Analysis of Variance)
- Day 5: Chi-Square Tests
Week 4: Regression Analysis in Business
- Day 1: Introduction to Regression Analysis
- Day 2: Simple Linear Regression
- Day 3: Multiple Linear Regression
- Day 4: Logistic Regression
- Day 5: Non-Linear Regression and Other Advanced Regression Techniques
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