Statistical Theory : a Concise Introduction.
Introduction Preamble Likelihood Sufficiency Minimal sufficiency Completeness Exponential family of distributionsPoint Estimation Introduction Maximum likelihood estimation Method of moments Method of least squares Goodness-of-estimation. Mean squared error. Unbiased estimationConfidence Intervals,...
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| Format: | eBook |
| Language: | English |
| Published: |
New York :
CRC Press,
2013.
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| Series: | Chapman & Hall/CRC Texts in Statistical Science
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| Subjects: | |
| Online Access: | Connect to the full text of this electronic book Connect to the full text of this electronic book |
MARC
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| 100 | 1 | |a Abramovich, Felix, |e author. | |
| 245 | 1 | 0 | |a Statistical Theory : |b a Concise Introduction. |
| 260 | |a New York : |b CRC Press, |c 2013. | ||
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| 505 | 0 | |a Front Cover; Contents; List of Figures; List of Tables; Preface; Chapter 1. Introduction; Chapter 2. Point Estimation; Chapter 3. Confidence Intervals, Bounds, and Regions; Chapter 4. Hypothesis Testing; Chapter 5. Asymptotic Analysis; Chapter 6. Bayesian Inference; Chapter 7. Elements of Statistical Decision Theory; Chapter 8. Linear Models; Appendix A. Probabilistic Review; Appendix B. Solutions of Selected Exercises; Bibliography; Index; Back Cover. | |
| 520 | |a Introduction Preamble Likelihood Sufficiency Minimal sufficiency Completeness Exponential family of distributionsPoint Estimation Introduction Maximum likelihood estimation Method of moments Method of least squares Goodness-of-estimation. Mean squared error. Unbiased estimationConfidence Intervals, Bounds, and Regions Introduction Quoting the estimation error Confidence intervalsConfidence bounds Confidence regionsHypothesis Testing Introduction Simple hypothesesComposite hypothesesHypothesis testing and confidence intervals Sequential testingAsymptotic Analysis Introduction Convergence and co. | ||
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