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1.

電子ブック
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1. Basics of Modern Mathematical Statistics
by Vladimir Spokoiny, Thorsten Dickhaus
出版情報: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2015
シリーズ名: Springer Texts in Statistics ;
オンライン: http://dx.doi.org/10.1007/978-3-642-39909-1
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Basic notions
Parameter Estimation for an i.i.d. Model
Regression Estimation
 Estimation in Linear Models
Bayes Estimation
Testing a Statistical Hypothesis
Testing in Linear Models
Some other Testing Methods
 Deviation Probability for Quadratic Forms
Basic notions
Parameter Estimation for an i.i.d. Model
Regression Estimation
2.

電子ブック
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2. Lectures on Dependency : Selected Topics in Multivariate Statistics. 1st ed. 2022
by Thorsten Dickhaus
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2022
シリーズ名: SpringerBriefs in Statistics ;
オンライン: https://doi.org/10.1007/978-3-030-96932-5
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Preface
General preliminaries
Correlation coefficients of bivariate normal distributions
Empirical likelihood ratio tests for the population correlation coefficient
The rearrangement algorithm
On the covariances of order statistics
On equi-correlation matrices
Skew-normal distributions
The weighted bootstrap
index
Preface
General preliminaries
Correlation coefficients of bivariate normal distributions