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.
Plant breeding: Experiments involving the cross fertilization of different genetic types of plant species to produce high-yielding hybrids are of considerable interest to agricultural scientists. As a simple example, suppose that the yield of two hybrid varieties are to be compared under specific climatic conditions.
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