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Complex surveys: analysis of categorical data

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Bibliographic Details
Main Author:	Mukhopadhyay, Parimal (Author)
Format:	Electronic eBook
Language:	English
Published:	Singapore Springer [2016]
Subjects:	Statistics Statistical Theory and Methods Statistics for Business/Economics/Mathematical Finance/Insurance Statistics for Life Sciences, Medicine, Health Sciences Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law Statistik
Online Access:	BTU01 FHR01 FRO01 TUM01 UBM01 UBT01 UBW01 UEI01 UPA01 Volltext Inhaltsverzeichnis Abstract
Physical Description:	1 Online-Ressource (XV, 248 Seiten)
ISBN:	9789811008719
DOI:	10.1007/978-981-10-0871-9

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adam_text	COMPLEX SURVEYS / MUKHOPADHYAY, PARIMAL : 2016 TABLE OF CONTENTS / INHALTSVERZEICHNIS CHAPTER 1. PRELIMINARIES CHAPTER 2. THE DESIGN-EFFECTS AND MIS-SPECIﬁCATION EFFECTS CHAPTER 3. SOME CLASSICAL MODELS IN CATEGORICAL DATA ANALYSIS CHAPTER 4. ANALYSIS OF CATEGORICAL DATA UNDER A FULL MODEL CHAPTER 5. ANALYSIS OF CATEGORICAL DATA UNDER LOG-LINEAR MODELS CHAPTER 6. ANALYSIS OF CATEGORICAL DATA UNDER LOGISTIC REGRESSION MODEL CHAPTER 7. ANALYSIS IN THE PRESENCE OF CLASSIﬁCATION ERRORS CHAPTER 8. APPROXIMATE MLE’S FROM SURVEY DATA DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. COMPLEX SURVEYS / MUKHOPADHYAY, PARIMAL : 2016 ABSTRACT / INHALTSTEXT THE PRIMARY OBJECTIVE OF THIS BOOK IS TO STUDY SOME OF THE RESEARCH TOPICS IN THE AREA OF ANALYSIS OF COMPLEX SURVEYS WHICH HAVE NOT BEEN COVERED IN ANY BOOK YET. IT DISCUSSES THE ANALYSIS OF CATEGORICAL DATA USING THREE MODELS: A FULL MODEL, A LOG-LINEAR MODEL AND A LOGISTIC REGRESSION MODEL. IT IS A VALUABLE RESOURCE FOR SURVEY STATISTICIANS AND PRACTITIONERS IN THE FIELD OF SOCIOLOGY, BIOLOGY, ECONOMICS, PSYCHOLOGY AND OTHER AREAS WHO HAVE TO USE THESE PROCEDURES IN THEIR DAY-TO-DAY WORK. IT IS ALSO USEFUL FOR COURSES ON SAMPLING AND COMPLEX SURVEYS AT THE UPPER-UNDERGRADUATE AND GRADUATE LEVELS. THE IMPORTANCE OF SAMPLE SURVEYS TODAY CANNOT BE OVERSTATED. FROM VOTERS’ BEHAVIOUR TO FIELDS SUCH AS INDUSTRY, AGRICULTURE, ECONOMICS, SOCIOLOGY, PSYCHOLOGY, INVESTIGATORS GENERALLY RESORT TO SURVEY SAMPLING TO OBTAIN AN ASSESSMENT OF THE BEHAVIOUR OF THE POPULATION THEY ARE INTERESTED IN. MANY LARGE-SCALE SAMPLE SURVEYS COLLECT DATA USING COMPLEX SURVEY DESIGNS LIKE MULTISTAGE STRATIFIED CLUSTER DESIGNS. THE OBSERVATIONS USING THESE COMPLEX DESIGNS ARE NOT INDEPENDENTLY AND IDENTICALLY DISTRIBUTED – AN ASSUMPTION ON WHICH THE CLASSICAL PROCEDURES OF INFERENCE ARE BASED. THIS MEANS THAT IF CLASSICAL TESTS ARE USED FOR THE ANALYSIS OF SUCH DATA, THE INFERENCES OBTAINED WILL BE INCONSISTENT AND OFTEN INVALID. FOR THIS REASON, MANY MODIFIED TEST PROCEDURES HAVE BEEN DEVELOPED FOR THIS PURPOSE OVER THE LAST FEW DECADES DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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author	Mukhopadhyay, Parimal
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spelling	Mukhopadhyay, Parimal Verfasser (DE-588)170031993 aut Complex surveys analysis of categorical data Parimal Mukhopadhyay Singapore Springer [2016] © 2016 1 Online-Ressource (XV, 248 Seiten) txt rdacontent c rdamedia cr rdacarrier Statistics Statistical Theory and Methods Statistics for Business/Economics/Mathematical Finance/Insurance Statistics for Life Sciences, Medicine, Health Sciences Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law Statistik Erscheint auch als Druck-Ausgabe 978-981-10-0870-2 https://doi.org/10.1007/978-981-10-0871-9 Verlag URL des Erstveröffentlichers Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028993893&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=028993893&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract
spellingShingle	Mukhopadhyay, Parimal Complex surveys analysis of categorical data Statistics Statistical Theory and Methods Statistics for Business/Economics/Mathematical Finance/Insurance Statistics for Life Sciences, Medicine, Health Sciences Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law Statistik
title	Complex surveys analysis of categorical data
title_auth	Complex surveys analysis of categorical data
title_exact_search	Complex surveys analysis of categorical data
title_full	Complex surveys analysis of categorical data Parimal Mukhopadhyay
title_fullStr	Complex surveys analysis of categorical data Parimal Mukhopadhyay
title_full_unstemmed	Complex surveys analysis of categorical data Parimal Mukhopadhyay
title_short	Complex surveys
title_sort	complex surveys analysis of categorical data
title_sub	analysis of categorical data
topic	Statistics Statistical Theory and Methods Statistics for Business/Economics/Mathematical Finance/Insurance Statistics for Life Sciences, Medicine, Health Sciences Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law Statistik
topic_facet	Statistics Statistical Theory and Methods Statistics for Business/Economics/Mathematical Finance/Insurance Statistics for Life Sciences, Medicine, Health Sciences Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law Statistik
url	https://doi.org/10.1007/978-981-10-0871-9 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028993893&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028993893&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
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