Statistics(统计学讲义)

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Statistics(统计学讲义)
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作者：Richard Weber(University of Cambridge)

Parameter estimation

Maximum likelihood estimation

The Rao-Blackwell theorem

Confidence intervals

Bayesian estimation

Hypothesis testing

Further aspects of hypothesis testing

Generalized likelihood ratio tests

Chi-squared tests of categorical data

Distributions of the sample mean and variance

The t-test

The F-test and analysis of variance

Linear regression and least squares

Hypothesis tests in regression models

Computational methods

Decision theory

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关键词：Statistics statistic Statist Statis ATI 讲义 统计学 Statistics

http://www.statslab.cam.ac.uk/~rrw1/stats/Sa5.pdf

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