数理统计学导论 数理统计学导论 评价人数不足

统计基础温故

薄皓
2017-07-27 05:17:47

Randomized Tests

Monte Carlo

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Randomized Tests

Monte Carlo

MLE related

Motivation

Fisher Information

Rao-Cramer Lower Bound

Proof of the Asymptotic Nomality

Maxmium Likelihood Tests

Multiparameter Case

EM Algorithm

Optimal Tests of Hypothesis

Besides, I'm too lasy to include (for Chapter 10)

1. The sign test and singed-rank Wilcoxon (median test and estimation),

2. Mann-Whitney-Wilcoxon Procedure and general rank scores (testing Fx=Gx),

3. The rank-based procedures for the simple linear model,

4. Kendall's tau and Spearman's Rho (testing association),

5. Robust concepts for an estimatior: the sensitivity curve, influence functions ! (robust if bounded for each x), the break point of an estimator.

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