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Essential Statistical Inference Theory and Methods  Cover Image E-book E-book

Essential Statistical Inference [electronic resource] : Theory and Methods / by Dennis D. Boos, L. A. Stefanski.

Boos, Dennis D. (author.). Stefanski, L. A. (author.). SpringerLink (Online service) (Added Author).

Record details

  • ISBN: 9781461448181
  • Physical Description: XVII, 568 p. 34 illus. online resource.
  • Publisher: New York, NY : Springer New York : 2013.
Subject: Statistics.
Mathematical statistics.
Statistics.
Statistical Theory and Methods.
Statistics, general.
Statistics and Computing/Statistics Programs.

Electronic resources


​ ​Roles of Modeling in Statistical Inference.- Likelihood Construction and Estimation.- Likelihood-Based Tests and Confidence Regions.- Bayesian Inference.- Large Sample Theory: The Basics.- Large Sample Results for Likelihood-Based Methods.- M-Estimation (Estimating Equations).- Hypothesis Tests under Misspecification and Relaxed Assumptions​.- Monte Carlo Simulation Studies​.- Jackknife.- Bootstrap.- Permutation and Rank Tests.- Appendix: Derivative Notation and Formulas.- References.- Author Index.- Example Index​
R-code Index
Subject Index. .

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