'Multivariate Linear Regression' Video Lecture

Multivariate Linear Regression

  • Course: Applied Multivariate Statistical Modeling
  • Discipline: Management
  • Faculty: Dr J Maiti
  • Institute: IIT Kharagpur

    • NEXT LECTURE >> Multivariate Linear Regression – Estimation
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    Course Video Lectures Introduction to multivariate statistical mode.. Introduction to multivariate statistical mode.. Univariate descriptive statistics Sampling distribution Estimation Estimation (Contd.) Hypothesis testing Multivariate descriptive statistics Multivariate descriptive statistics (Contd.) Multivariate normal distribution Multivariate normal distribution (Contd.) Multivariate Inferential Statistics Multivariate Inferential Statistics (Contd.) ANOVA (Analysis of Varianace) Analysis of Variance (Contd.) Multivariate Analysis of Variance (MANOVA) MANOVA (Contd.) Tutorial – ANOVA Tutorial ANOVA (Contd.) MANOVA – Case Study Multiple Regression – Introduction MLR – Sampling distribution of regression coe.. MLR – Model adequacy tests MLR – Test of assumptions MLR – Model diagnostics MLR – Case Study Multivariate Linear Regression Multivariate Linear Regression – Estimation Multivariate Linear Regression – Model Adequa.. Principal Component Analysis (PCA) PCA – Model Adequacy & Interpretation Regression Modeling using SPSS Factor Analysis Factor Analysis – Estimation & Model Adequacy.. Factor Analysis – Model Adequacy, rotation, f.. Cluster Analysis Cluster Analysis (Contd.) Introduction to Structural Equation Modeling .. SEM - Measurement Model SEM - Structural Model Correspondence Analysis Correspondence Analysis (Contd.)
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