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,...
| Main Authors: | , |
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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 |
| Summary: | 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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| Physical Description: | 1 online resource (241 pages). |
| ISBN: | 9781482211849 148221184X 9780429068690 0429068697 9781482211771 1482211777 |