Course Objectives
- To introduce the students the basic references related to statistics
- To introduce the students a variety of fundamental concepts related to the field of statistics
Topics
- Descriptive Statistics and fundementals of R
- Data structures in R
- Random Variables, probability distribution
- Sampling and Sampling Distributions, Confidence Intervals
- Hypothesis Testing
- Goodness of fit test
- Analysis of Variance
- Simple Linear Regression and Correlation, OLS method
- Multiple Regression and Correlation
- Tests of OLS assumptions, remedial measures
- Logit models
