Lecture 7 Correlation and Regression Analysis in SPSS (BS Statistics 21-25 GU DGK) Urdu
00:00 Cellular Data Set (built-in exemplary data) variable view and properties
02:50 Correlation (with options) between Quantitative variables in SPSS
03:53 Understanding and Interpreting correlation matrix output in SPSS
07:30 Formatting Correlation matrix and removing redundant information in MS-Excel
11:40 Car Sales data (Built-in exemplary data) for predicting vehicle price
13:25 Performing Correlation and Linear Regression in SPSS
15:11 Impact of features/variables on price of a vehicle in SPSS
16:00 Understanding and interpreting Linear Regression Output in SPSS
20:20 Performing Linear Regression with selecting different options (collinearity diagnostics, Durban Watson Statistics, etc.)
22:00 Understanding the updated output and interpretation of different diagnostics
24:15 Linear Regression with different methods (stepwise, backward, forward, etc.)