Holdings: Essential statistical inference

Essential statistical inference: theory and methods

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Bibliographic Details
Main Authors:	Boos, Dennis D. (Author), Stefanski, L. A. (Author)
Format:	Electronic eBook
Language:	English
Published:	New York, NY [u.a.] Springer 2013
Series:	Springer texts in statistics
Subjects:	Statistik Statistics Mathematical statistics Inferenzstatistik
Online Access:	BTU01 TUM01 UBA01 UBM01 UBT01 UBW01 UPA01 Volltext Inhaltsverzeichnis Abstract
Physical Description:	1 Online-Ressource (XVII, 568 S.) Ill.
ISBN:	9781461448174 9781461448181
DOI:	10.1007/978-1-4614-4818-1

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adam_text	ESSENTIAL STATISTICAL INFERENCE / BOOS, DENNIS D. : 2013 TABLE OF CONTENTS / INHALTSVERZEICHNIS 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 RELAXEDASSUMPTIONS .-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 DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. ESSENTIAL STATISTICAL INFERENCE / BOOS, DENNIS D. : 2013 ABSTRACT / INHALTSTEXT THIS BOOK IS FOR STUDENTS AND RESEARCHERS WHO HAVE HAD A FIRST YEAR GRADUATE LEVEL MATHEMATICALSTATISTICS COURSE. IT COVERS CLASSICAL LIKELIHOOD, BAYESIAN, AND PERMUTATION INFERENCE;AN INTRODUCTION TO BASIC ASYMPTOTIC DISTRIBUTION THEORY; AND MODERN TOPICS LIKE M-ESTIMATION,THE JACKKNIFE, AND THE BOOTSTRAP. R CODE IS WOVEN THROUGHOUT THE TEXT, AND THERE ARE A LARGE NUMBEROF EXAMPLES AND PROBLEMS. AN IMPORTANT GOAL HAS BEEN TO MAKE THE TOPICS ACCESSIBLE TO A WIDE AUDIENCE, WITH LITTLE OVERT RELIANCEON MEASURE THEORY. A TYPICAL SEMESTER COURSE CONSISTS OF CHAPTERS 1-6 (LIKELIHOOD-BASED ESTIMATIONAND TESTING, BAYESIAN INFERENCE, BASIC ASYMPTOTIC RESULTS) PLUS SELECTIONS FROM M-ESTIMATION AND RELATED TESTING AND RESAMPLING METHODOLOGY. DENNIS BOOS AND LEN STEFANSKI ARE PROFESSORS IN THE DEPARTMENT OF STATISTICS AT NORTH CAROLINA STATE.THEIR RESEARCH HAS BEEN ECLECTIC, OFTEN WITH A ROBUSTNESS ANGLE, ALTHOUGH STEFANSKI IS ALSO KNOWN FORRESEARCH CONCENTRATED ON MEASUREMENT ERROR, INCLUDING A CO-AUTHORED BOOK ON NON-LINEAR MEASUREMENTERROR MODELS. IN RECENT YEARS THE AUTHORS HAVE JOINTLY WORKED ON VARIABLE SELECTION METHODS. DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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spelling	Boos, Dennis D. Verfasser aut Essential statistical inference theory and methods by Dennis D. Boos, L. A. Stefanski New York, NY [u.a.] Springer 2013 1 Online-Ressource (XVII, 568 S.) Ill. txt rdacontent c rdamedia cr rdacarrier Springer texts in statistics Statistik Statistics Mathematical statistics Inferenzstatistik (DE-588)4247120-5 gnd rswk-swf Inferenzstatistik (DE-588)4247120-5 s DE-604 Stefanski, L. A. Verfasser aut https://doi.org/10.1007/978-1-4614-4818-1 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025891377&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025891377&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract
spellingShingle	Boos, Dennis D. Stefanski, L. A. Essential statistical inference theory and methods Statistik Statistics Mathematical statistics Inferenzstatistik (DE-588)4247120-5 gnd
subject_GND	(DE-588)4247120-5
title	Essential statistical inference theory and methods
title_auth	Essential statistical inference theory and methods
title_exact_search	Essential statistical inference theory and methods
title_full	Essential statistical inference theory and methods by Dennis D. Boos, L. A. Stefanski
title_fullStr	Essential statistical inference theory and methods by Dennis D. Boos, L. A. Stefanski
title_full_unstemmed	Essential statistical inference theory and methods by Dennis D. Boos, L. A. Stefanski
title_short	Essential statistical inference
title_sort	essential statistical inference theory and methods
title_sub	theory and methods
topic	Statistik Statistics Mathematical statistics Inferenzstatistik (DE-588)4247120-5 gnd
topic_facet	Statistik Statistics Mathematical statistics Inferenzstatistik
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