Lecture MLR

This lecture on Multiple Linear Regression is designed for postgraduate students at the Faculty of Health Sciences (FSK), Universiti Kebangsaan Malaysia (UKM). The lecture covers the fundamental concepts of multiple linear regression, its assumptions, applications in health sciences research, and interpretation of statistical results using SPSS. Learning Outcomes: Understand the concept and purpose of multiple linear regression. Identify the assumptions of multiple linear regression. Perform multiple linear regression analysis using SPSS. Interpret regression coefficients, R-squared, adjusted R-squared, and statistical significance. Understand the concept of multicollinearity and its assessment. Apply multiple linear regression in health sciences research. Lecturer: Assoc. Prof. Dr. Ismarulyusda Ishak Faculty: Faculty of Health Sciences (FSK) University: Universiti Kebangsaan Malaysia (UKM) Making Biostatistics Simple, Practical, and Meaningful.