Essential statistical inference: theory and methods
Gespeichert in:
Hauptverfasser: | , |
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
New York, NY [u.a.]
Springer
2013
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Schriftenreihe: | Springer texts in statistics
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Schlagworte: | |
Online-Zugang: | BTU01 TUM01 UBA01 UBM01 UBT01 UBW01 UPA01 Volltext Inhaltsverzeichnis Abstract |
Beschreibung: | 1 Online-Ressource (XVII, 568 S.) Ill. |
ISBN: | 9781461448174 9781461448181 |
DOI: | 10.1007/978-1-4614-4818-1 |
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Datensatz im Suchindex
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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.
|
any_adam_object | 1 |
author | Boos, Dennis D. Stefanski, L. A. |
author_facet | Boos, Dennis D. Stefanski, L. A. |
author_role | aut aut |
author_sort | Boos, Dennis D. |
author_variant | d d b dd ddb l a s la las |
building | Verbundindex |
bvnumber | BV040912075 |
classification_rvk | SK 830 |
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collection | ZDB-2-SMA |
ctrlnum | (OCoLC)839974085 (DE-599)HBZTT050419621 |
dewey-full | 519.5 |
dewey-hundreds | 500 - Natural sciences and mathematics |
dewey-ones | 519 - Probabilities and applied mathematics |
dewey-raw | 519.5 |
dewey-search | 519.5 |
dewey-sort | 3519.5 |
dewey-tens | 510 - Mathematics |
discipline | Mathematik |
doi_str_mv | 10.1007/978-1-4614-4818-1 |
format | Electronic eBook |
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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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