Data Analysis and Decision Making I free videos and free material uploaded by IIT Kanpur Staff .
Week 1 : Introduction to Multivariate Analysis
Week 2 : Joint and marginal Distribution
Week 3 : Multinomial, Multivariate Normal, Multivariate t, Wishart and other Distributions
Week 4 : Multivariate Extreme Valued Distributions
Week 5 : Copula Method
Week 6 : Multiple Linear Regression, Multiple Non-Linear Regression, etc.
Week 7 : Factor Analysis
Week 8 : MANOVA, MANCOVA, etc.
Week 9 : Conjoint Analysis
Week 10 : Cluster Analysis
Week 11 : Multiple Discriminant Analysis
Week 12 : Multidimensional Scaling, Structural Equation Modeling
This is the first part of the three part course (DADM-I, DADM-II, DADM-III) which covers Operations Research and its tools with applications. In general Decision Analysis and Decision Making (DADM) covers three main areas which are: Multivariate Statistical Analysis with its applications, Other Decision Making Models like DEA, AHP, ANP, TOPSIS, etc., and Operations Research and its tools with applications. These three part DADM course will be more practical and application oriented rather than theoretical in nature.
INTENDED AUDIENCE : Masters in Business Administration, Masters in Economics, Masters in Statistics/Mathematics, Masters in Industrial Engineering, Masters in Operations Research/Operations Management, PhD in related fields as mentioned above
PREREQUISITES : Probability & Statistics, Operations Research
INDUSTRY SUPPORT : Manufacturing industry, chemical industry, steel industry, cement industry, etc.
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