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Lectures in Mathematical Statistics

book
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Author: D.S.G. Pollock
Url: http://www.qmw.ac.uk/~ugte133/courses/MATHSTAT/PROSTAT.HTM
Format: Pdf
Category: Statistics
Pages: 100
Clicks: 4585

Description
Contents: Sets and Boolean Algebra; The Binomial Distribution; The Multinomial Distribution; The Poisson Distribution; The Binomial Moment Generating Function; The Normal Moment Generating Function; Characteristic Functions and the Uncertainty Principle; The Bivariate Normal Distribution; The Multivariate Normal Distribution; Conditional Expectations and Linear Regression; Sampling Distributions; Maximum Likelihood Estimation; Regression estimation via Maximum Likelihood; Cochrane's Theorem; Stochastic Convergence.

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