Week 15-16. Simple Linear Regression and Correlation. Multiple Linear Regression and Certain
Simple Linear Regression and Correlation: Introduction to Linear Regression, The Simple Linear Regression Model, Least Squares and the Fitted Model, Properties of the Least Squares Estimators. Multiple Linear Regression and Certain: Nonlinear Regression Models, Introduction, Estimating the Coefficients, Linear Regression Model Using Matrices, Properties of the Least Squares Estimators. Then some practices on R-language software.
Reference of Chapter 11 complete. Please follow the attach book for further queries.
Course Material
- Week 1-2. Introduction to Statistics and Data Analysis
- Week 3-4. Probability: Sample Space, Events, Counting Sample Points. R-Language 3.6.2 software
- Week 5-6. Random Variables and Probability Distributions.
- Week 7-8. Discrete Probability Distributions and Continuous Probability Distributions
- Week 9-10. Fundamental Sampling Distributions and Data Descriptions.
- Week 11-12. Estimation of Single Sample
- Week 13-14. One- and Two-Sample Tests of Hypotheses. Single Sample: Tests Concerning a Single Mean.
- Week 15-16. Simple Linear Regression and Correlation. Multiple Linear Regression and Certain
- Chapters 8
- Department CS & IT
- Teacher
Muhammad Nauman Akram
