Statistical Methods - IIT Kanpur

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8Statistical 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.

fied theory called decision theory. Whether or not statistical inference is viewed within the broader framework of decision theory depends heavily on the theory of probability. This is a mathematical theory, but the question of subjectivity versus objectivity arises in its applications and in its interpre-tations.

  Statistical, Theory, Decision, Decision theory