Complex surveys: analysis of categorical data
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Singapore
Springer
[2016]
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| Schlagworte: | |
| Online-Zugang: | BTU01 FHR01 FRO01 TUM01 UBM01 UBT01 UBW01 UEI01 UPA01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource (XV, 248 Seiten) |
| ISBN: | 9789811008719 |
| DOI: | 10.1007/978-981-10-0871-9 |
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Datensatz im Suchindex
| _version_ | 1804176260009558016 |
|---|---|
| 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.
|
| any_adam_object | 1 |
| author | Mukhopadhyay, Parimal |
| author_GND | (DE-588)170031993 |
| author_facet | Mukhopadhyay, Parimal |
| author_role | aut |
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| dewey-full | 519.5 |
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| discipline | Mathematik |
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| isbn | 9789811008719 |
| language | English |
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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 |
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