Transcription of Statistical Methods - IIT Kanpur
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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.
Discriminant Analysis, Multidimensional Scaling, Structural Equation Modeling, etc. Finally, the chapter ends with a good repertoire of information related to softwares, data sets, journals, etc., related to the topics covered in this chapter. 8.1 Introduction Many people are familiar with the term statistics. It denotes recording of numerical ...
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