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2014,Exercises in Statistical Inference with detailed solutions pdf by Jonsson

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发表于 2014-9-3 09:20:30 | 显示全部楼层 |阅读模式
"Exercises in Statistical Inference with detailed solutions" by Robert Jonsson
RoJo, BoBoCoAe | 2014 | ISBN: 8740307522 9788740307528 | 198 pages | PDF | 10 MB
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The book is designed for students in statistics at the master level. It focuses on problem solving in the
field of statistical inference and should be regarded as a complement to text books such as Wackerly et al
2007, Mathematical Statistics with Applicationsor Casella & Berger 1990, Statistical Inference. The author
has noticed that many students, although being well aware of the statistical ideas, fall short when being
faced with the task of solving problems. This requires knowledge about statistical theory, but also about
how to apply proper methodology and useful tricks. It is the aim of the book to bridge the gap between
theoretical knowledge and problem solving
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This volume is dedicated to statistical inference - a process of drawing general conclusions from data in a specific sample. The present book differs from the latter since it focuses on problem solving and only a minimum of the theory needed is presented.

Typical inferential problems are: Does alternative A give higher return than alternative B? Is drug A more effective than drug B? In both cases solutions are based on observations in a single sample.
To solve inferential problems one has to deal with the problems:
i) How to find the best estimate of an unknown quantity,
ii) How to find an interval that covers the true unknown value and
iii) How to test hypothesis about the value of an unknown quantity.
The treatment of these issues can be found in this textbooks.

Content
About the author
1. Introduction
1.1. Purpose of this book
1.2. Chapter content and plan of the book
1.3. Statistical tables and facilities
2. Basic probability and mathematics
2.1. Probability distributions of discrete and continuous random variables
2.2. Some distributions
2.3. Mathematics
2.4. Final words
3. Sampling Distributions
3.1. Some exact sampling distributions
3.2. Sample moments
3.3. Asymptotic and approximate results in sampling theory
3.4. Final words
4. Point estimation
4.1. Concepts
4.2. Requirements on estimators
4.3. Estimation methods
4.4. Final words
5. Interval estimation
5.1. Concepts
5.2. CIs in small samples by means of pivotal statistics
5.3. Approximate CIs in large samples based on Central Limit Theorems
5.4. Some further topics
5.5. Final words
6. Hypothesis Testing
6.1. Concepts
6.2. Methods of finding tests
6.3. The power of normally distributed statistics
6.4. Adjusted p-values for simultaneous inference
6.5. Randomized tests
6.6. Some tests for linear models
6.7. Final words
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发表于 2014-9-4 10:06:34 | 显示全部楼层
学习学习。。
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发表于 2014-9-4 19:08:50 | 显示全部楼层
請問這是Casella & Berger 1990的解答嗎?
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发表于 2014-9-5 09:42:49 | 显示全部楼层
支持楼主,感谢分享{:soso_e181:}
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发表于 2014-9-5 22:16:30 | 显示全部楼层
;P;P;P;P;P;P;P;P;P;P;P;P;P;P;P;P
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发表于 2014-9-10 12:09:38 | 显示全部楼层
謝謝分享!
來下下
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发表于 2014-11-27 05:05:21 | 显示全部楼层
thanks thanks
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发表于 2014-11-27 06:38:14 | 显示全部楼层
thanks
good problem book!
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发表于 2015-7-11 20:55:08 | 显示全部楼层
Thanks for sharing
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发表于 2015-12-30 11:35:49 | 显示全部楼层
谢谢楼主辛苦分享 !!
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