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Statistical Inference Book

Statistical Inference
Statistical Inference, , Statistical Inference has a rating of 4 stars
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Statistical Inference, , Statistical Inference
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Digital Copy
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  • Statistical Inference
  • Written by author Paul Garthwaite
  • Published by Oxford University Press, USA, August 2002
  • Providing a rigorous but accessible approach, this text explains statistical interference techniques while keeping mathematical proofs to a minimum. In addition to the basics, the text covers newer developments including computationally intensive methods,
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Book Categories

Authors

1Introduction1
2Properties of estimators7
3Maximum likelihood and other methods of estimation40
4Hypothesis testing71
5Interval estimation97
6The decision-theory approach to inference114
7Bayesian inference151
8Non-parametric and robust inference185
9Computationally intensive methods217
10Generalized linear models265
Bibliography308
Index319


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