Regression Analysis

Regression Analysis
Regression Analysis by Prof.Soumen Maity, Department of Mathematics ,IIT Kharagpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Mod-01 Lec-01 Lecture-01-Simple Linear Regression
Mod-01 Lec-02 Lecture-02-Simple Linear Regression (Contd...1)
Mod-01 Lec-03 Lecture-03-Simple Linear Regression (Contd...2)
Mod-01 Lec-04 Lecture-04-Simple Linear Regression (Contd...3)
Mod-01 Lec-05 Lecture-05-Simple Linear Regression (Contd...4)
Mod-01 Lec-06 Lecture-06-Multiple Linear Regression
Mod-01 Lec-07 Lecture-07-Multiple Linear Regression (Contd...1)
Mod-01 Lec-08 Lecture-08-Multiple Linear Regression (Contd...2)
Mod-01 Lec-09 Lecture-09-Multiple Linear Regression (Contd...3)
Mod-01 Lec-10 Lecture-10-Selecting the BEST Regression model
Mod-01 Lec-11 Lecture-11-Selecting the BEST Regression model (Contd...1)
Mod-01 Lec-12 Lecture-12-Selecting the BEST Regression model (Contd...2)
Mod-01 Lec-13 Lecture-13-Selecting the BEST Regression model (Contd...3)
Mod-01 Lec-14 Lecture-14-Multicollinearity
Mod-01 Lec-15 Lecture-15-Multicollinearity (Contd...1)
Mod-01 Lec-16 Lecture-16-Multicollinearity (Contd...2)
Mod-01 Lec-17 Lecture-17-Model Adequacy Checking
Mod-01 Lec-18 Model Adequacy Checking (cont.,)
Mod-01 Lec-19 Model Adequacy Checking (cont.,)
Mod-01 Lec-20 Test for Influential Observations
Mod-01 Lec-21 Lecture-21-Transformations and Weighting to correct model inadequacies
Mod-01 Lec-22 Lecture-22-Transformations and Weighting to correct model inadequacies (Contd...1)
Mod-01 Lec-23 Lecture-23-Transformations and Weighting to correct model inadequacies (Contd...2)
Mod-01 Lec-24 Lecture-24-Dummy Variables
Mod-01 Lec-25 Lecture-25-Dummy Variables (Contd...1)
Mod-01 Lec-26 Lecture-26-Dummy Variables (Contd...2)
Mod-01 Lec-27 Lecture-27-Polynomial Regression Models
Mod-01 Lec-28 Lecture-28-Polynomial Regression Models (Contd...1)
Mod-01 Lec-29 lecture-29-Polynomial Regression Models (Contd...2)
Mod-01 Lec-30 Lecture-30-Generalized Linear Models
Mod-01 Lec-31 Lecture-31-Generalized Linear Models (Contd.)
Mod-01 Lec-32 Lecture-32-Non-Linear Estimation
Mod-01 Lec-33 Lecture-33-Regression Models with Autocorrelated Errors
Mod-01 Lec-34 Lecture-34-Regression Models with Autocorrelated Errors (Contd.)
Mod-01 Lec-35 Lecture-35-Measurement Errors & Calibration Problem
Mod-01 Lec-36 Lecture-36-Tutorial - I
Mod-01 Lec-37 Lecture-37-Tutorial - II
Mod-01 Lec-38 Lecture-38-Tutorial - III
Mod-01 Lec-39 Lecture-39-Tutorial - IV