Statistical Analysis

Overview

• This course is intended to equip students with the basic statistical tools required for the quantitative analysis of business problems.
• Topics include basic sampling and analysis of data, probability distribution functions, estimation of parameters and hypothesis testing, goodness-of-fit tests, analysis of variance, simple regression, correlation, and basic non-parametric statistical methods.

Topics:

• Introduction & Descriptive Statistics
• Probability Distributions
• Sampling Distributions
• Interval Estimation
• Hypothesis Testing
• Simple Linear Regression
• Multiple Regression Models
• Regression Model Building
• Regression Pitfalls
• Regression Residual Analysis