Mathematical statistics / by Parimal Mukhopadhyay

Includes appendix, bibliography and index

Mathematical preliminaries, Elements of theory of probability, Probability distribution on R1, Some characteristics of a probability distribution, Generating functions, Some discrete distributions on R1, Some continuous distributions on R1, Probability distribution on Rn, Probability distribution of functions of random variables, Convergence of a sequence of random variables, Some further properties of a multivariate distribution, a few basic distributions, sampling distributions arising out of Univariate and bivariate normal distributions, Multivariate normal distribution and related distributions, Distributions arising out of multivariate normal distributions, Theory of point estimation, Different methods of estimation, Testing of hypothesis II, Confidence interval estimation, Some large sample procedures, Theory of linear estimation, Nonparametric inference, elements of decision theory, Sequential procedures, Stochastic process