NOC:Data Analysis and Decision Making-I


Lecture 1 - Introduction


Lecture 2 - Data Representation and Frequency


Lecture 3 - Frequency Table and Mean


Lecture 4 - Descriptive Statistics


Lecture 5 - Introduction To Probability


Lecture 6 - Conditional Probability


Lecture 7 - Baye'S Theorem And Distributions


Lecture 8 - Binomial Distribution


Lecture 9 - Hypergeometric, Poisson, Normal Distribution


Lecture 10 - Distribution Function


Lecture 11 - Normal Distribution


Lecture 12 - Sampling


Lecture 13 - Some Distributions


Lecture 14 - More on Distributions


Lecture 15 - Estimators


Lecture 16 - MLE


Lecture 17 - Statistical Inference


Lecture 18 - Hypothesis Testing


Lecture 19 - Hypothesis Testing:A


Lecture 20 - Hypothesis Testing:B


Lecture 21 - Hypothesis Testing


Lecture 22 - Simple Linear Regression


Lecture 23 - Multiple Linear Regression


Lecture 24 - Weighted Moving Averages


Lecture 25 - Weighted Moving Averages


Lecture 26 - Forecasting


Lecture 27 - Forecasting


Lecture 28 - Data Properties


Lecture 29 - Multivariate Statistical Analysis


Lecture 30 - Multivariate Statistical Analysis


Lecture 31 - Multivariate Statistical Analysis


Lecture 32 - Multivariate Statistical Analysis


Lecture 33 - Multivariate Distribution


Lecture 34 - Multivariate Extreme Value Distribution


Lecture 35 - Mle Estimates


Lecture 36 - Mle Estimates


Lecture 37 - Copula Theory


Lecture 38 - PCA


Lecture 39 - PCA


Lecture 40 - Factor Analysis


Lecture 41 - Factor Analysis


Lecture 42 - Introduction to Utility Theory


Lecture 43 - Utility Analysis


Lecture 44 - Decision Sciences


Lecture 45 - Utility Functions


Lecture 46 - Exponential Utility Function


Lecture 47 - Risk Concepts


Lecture 48 - Utility Theory Axioms


Lecture 49 - Utility Analysis


Lecture 50 - Chebyshev'S Inequality


Lecture 51 - Loss Function


Lecture 52 - Loss Function


Lecture 53 - Loss Function and MLR


Lecture 54 - MLR


Lecture 55 - Loss Function


Lecture 56 - Cannonical Correlation


Lecture 57 - cannonical Correlation (Continued...)


Lecture 58 - Structural Equation Modeling (SEM)


Lecture 59 - SEM


Lecture 60 - SEM