Handling missing data in ranked set sampling:
Gespeichert in:
1. Verfasser: | |
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Berlin [u.a.]
Springer
2013
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Schriftenreihe: | SpringerBriefs in statistics
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Schlagworte: | |
Online-Zugang: | BTU01 TUM01 UBA01 UBM01 UBT01 UBW01 UPA01 Volltext Inhaltsverzeichnis Abstract |
Beschreibung: | 1 Online-Ressource |
ISBN: | 9783642398988 9783642398995 |
DOI: | 10.1007/978-3-642-39899-5 |
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Datensatz im Suchindex
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adam_text | HANDLING MISSING DATA IN RANKED SET SAMPLING
/ BOUZA-HERRERA, CARLOS N.
: 2013
TABLE OF CONTENTS / INHALTSVERZEICHNIS
PREFACE
MISSING OBSERVATIONS AND DATA QUALITY IMPROVEMENT
SAMPLING USING RANKED SETS: BASIC CONCEPTS
THE NON RESPONSE PROBLEM: SUB-SAMPLING AMONG THE NON RESPONDENTS
IMPUTATION OF THE MISSING DATA
SOME NUMERICAL STUDIES OF THE BEHAVIOR OF RSS.
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
HANDLING MISSING DATA IN RANKED SET SAMPLING
/ BOUZA-HERRERA, CARLOS N.
: 2013
ABSTRACT / INHALTSTEXT
THE EXISTENCE OF MISSING OBSERVATIONS IS A VERY IMPORTANT ASPECT TO BE
CONSIDERED IN THE APPLICATION OF SURVEY SAMPLING, FOR EXAMPLE. IN HUMAN
POPULATIONS THEY MAY BE CAUSED BY A REFUSAL OF SOME INTERVIEWEES TO GIVE
THE TRUE VALUE FOR THE VARIABLE OF INTEREST. TRADITIONALLY, SIMPLE
RANDOM SAMPLING IS USED TO SELECT SAMPLES. MOST STATISTICAL MODELS ARE
SUPPORTED BY THE USE OF SAMPLES SELECTED BY MEANS OF THIS DESIGN. IN
RECENT DECADES, AN ALTERNATIVE DESIGN HAS STARTED BEING USED, WHICH, IN
MANY CASES, SHOWS AN IMPROVEMENT IN TERMS OF ACCURACY COMPARED WITH
TRADITIONAL SAMPLING. IT IS CALLED RANKED SET SAMPLING (RSS). A RANDOM
SELECTION IS MADE WITH THE REPLACEMENT OF SAMPLES, WHICH ARE ORDERED
(RANKED). THE LITERATURE ON THE SUBJECT IS INCREASING DUE TO THE
POTENTIALITIES OF RSS FOR DERIVING MORE EFFECTIVE ALTERNATIVES TO
WELL-ESTABLISHED STATISTICAL MODELS. IN THIS WORK, THE USE OF RSS
SUB-SAMPLING FOR OBTAINING INFORMATION AMONG THE NON RESPONDENTS AND
DIFFERENT IMPUTATION PROCEDURES ARE CONSIDERED. RSS MODELS ARE DEVELOPED
AS COUNTERPARTS OF WELL-KNOWN SIMPLE RANDOM SAMPLING (SRS) MODELS. SRS
AND RSS MODELS FOR ESTIMATING THE POPULATION USING MISSING DATA ARE
PRESENTED AND COMPARED BOTH THEORETICALLY AND USING NUMERICAL
EXPERIMENTS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
any_adam_object | 1 |
author | Bouza-Herrera, Carlos N. |
author_facet | Bouza-Herrera, Carlos N. |
author_role | aut |
author_sort | Bouza-Herrera, Carlos N. |
author_variant | c n b h cnb cnbh |
building | Verbundindex |
bvnumber | BV041479407 |
classification_tum | MAT 000 |
collection | ZDB-2-SMA |
ctrlnum | (OCoLC)862242080 (DE-599)DNB1042606072 |
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 Medizin |
doi_str_mv | 10.1007/978-3-642-39899-5 |
format | Electronic eBook |
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language | English |
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spelling | Bouza-Herrera, Carlos N. Verfasser aut Handling missing data in ranked set sampling Carlos N. Bouza-Herrera Berlin [u.a.] Springer 2013 1 Online-Ressource txt rdacontent c rdamedia cr rdacarrier SpringerBriefs in statistics Stichprobennahme (DE-588)4183250-4 gnd rswk-swf Fehlende Daten (DE-588)4264715-0 gnd rswk-swf Rangstatistik (DE-588)4176945-4 gnd rswk-swf Stichprobennahme (DE-588)4183250-4 s Rangstatistik (DE-588)4176945-4 s Fehlende Daten (DE-588)4264715-0 s DE-604 https://doi.org/10.1007/978-3-642-39899-5 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026925401&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=026925401&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
spellingShingle | Bouza-Herrera, Carlos N. Handling missing data in ranked set sampling Stichprobennahme (DE-588)4183250-4 gnd Fehlende Daten (DE-588)4264715-0 gnd Rangstatistik (DE-588)4176945-4 gnd |
subject_GND | (DE-588)4183250-4 (DE-588)4264715-0 (DE-588)4176945-4 |
title | Handling missing data in ranked set sampling |
title_auth | Handling missing data in ranked set sampling |
title_exact_search | Handling missing data in ranked set sampling |
title_full | Handling missing data in ranked set sampling Carlos N. Bouza-Herrera |
title_fullStr | Handling missing data in ranked set sampling Carlos N. Bouza-Herrera |
title_full_unstemmed | Handling missing data in ranked set sampling Carlos N. Bouza-Herrera |
title_short | Handling missing data in ranked set sampling |
title_sort | handling missing data in ranked set sampling |
topic | Stichprobennahme (DE-588)4183250-4 gnd Fehlende Daten (DE-588)4264715-0 gnd Rangstatistik (DE-588)4176945-4 gnd |
topic_facet | Stichprobennahme Fehlende Daten Rangstatistik |
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