Transcription of Statistical Methods
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Statistical Methods
8 Statistical MethodsRaghu Nandan Sengupta and Debasis Basic Concepts of Data Analysis .. Probability .. Space and Events .. , Interpretations, and Properties of Probability .. -Field, Random Variables, and SomeImportantResults .. Estimation .. of Estimation .. MethodofMomentEstimators .. Estimators .. Linear and Nonlinear Regression Analysis .. Regression Analysis .. Bayesian Inference .. Regression Introduction to Multivariate Analysis .. JointandMarginalDistribution .. MultinomialDistribution .. Multivariate MultivariateExtremeValueDistribution .. MLEE stimatesofParameters(RelatedtoMNDOnly) .. Copula Theory .. Principal Component Analysis .. Factor Analysis .. Mathematical Formulation of Factor Analysis .. Estimation in Factor Analysis .. Principal Component Method .. Maximum Likelihood Method .. General Working Principle for FA.
Component Analysis (PCA), Factor Analysis, Analysis of Variance (ANOVA), Multivariate Analy-sis of Variance (MANOVA), Conjoint Analysis, Canonical Correlation, Cluster Analysis, Multiple Discriminant Analysis, Multidimensional Scaling, Structural Equation Modeling, etc. Finally, the
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