Holdings: Adaptive sampling :: THWS Bibkatalog

Adaptive sampling:

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Bibliographic Details
Main Authors:	Thompson, Steven K. (Author), Seber, George A. (Author)
Format:	Book
Language:	English
Published:	New York [u.a.] Wiley 1996
Series:	Wiley series in probability and statistics A Wiley-Interscience publication
Subjects:	Stichprobe Adaptives Verfahren Stichprobenplan
Online Access:	Inhaltsverzeichnis
Physical Description:	XI, 265 S. graph. Darst.
ISBN:	0471558710

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MARC


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adam_text	IMAGE 1 ADAPTIVE SAMPLING , Y * * STEVEN K. THOMPSON THE PENNSYLVANIA STATE UNIVERSITY GEORGE A. F. SEBER THE UNIVERSITY OF AUCKLAND N_ A WILEY-INTERSCIENCE PUBLICATION JOHN WILEY & SONS, INC. NEW YORK * CHICHESTER * BRISBANE * TORONTO * SINGAPORE IMAGE 2 CONTENTS PREFACE 1. INTRODUCTION AND PRELIMINARIES 1.1 ADAPTIVE SAMPLING, 1 1.2 SOME SURVEY SITUATIONS, 1 1.3 TYPES OF SAMPLING DESIGNS, 4 N 1.4 APPROACHES TO INFERENCE IN SAMPLING, 5 1.5 OPTIMAL SAMPLING STRATEGIES, 7 1.6 SOME MORE DETAILED EXAMPLES, 8 1.7 INDICATOR FUNCTIONS, 12 1.8 DESIGN AND MODEL-UNBIASED ESTIMATORS, 14 1.8.1 DESIGN-UNBIASED ESTIMATORS, 14 1.8.2 MODEL-UNBIASED ESTIMATORS, 18 1.9 UNEQUAL PROBABILITY SAMPLING, 19 1.9.1 HORVITZ-THOMPSON ESTIMATOR, 19 1.9.2 HANSEN-HURWITZ ESTIMATOR, 23 1.10 DISCRETE UNIFORM DISTRIBUTION, 25 2. FIXED-POPULATION SAMPLING THEORY 2.1 THE SAMPLING SITUATION, 29 2.2 NOTATION, 32, 2.3 LIKELIHOOD FUNCTION, 34 2.4 SUFFICIENT STATISTICS, 35 2.5 RAO-BLACKWELL THEOREM, 40 2.6 COMPLETE STATISTICS, 44 2.7 IGNORING THE LABELS, 46 2.8 BIAS OF CONVENTIONAL ESTIMATORS WITH ADAPTIVE 2.9 FINDING DESIGN-UNBIASED STRATEGIES, 49 3. STOCHASTIC POPULATION SAMPLING THEORY 3.1 INTRODUCTION, 51 3.2 PROBABILITY DENSITY OF OUTCOMES, 51 3.3 JOINT DENSITY OF OBSERVED AND UNOBSERVED, 56 IMAGE 3 VI CONTENTS 3.4 PROBABILITY DENSITY OF THE DATA, 57 3.5 CONDITIONAL DENSITY OF UNOBSERVED VALUES GIVEN THE DATA, 59 3.6 CONDITIONAL DENSITY OF Y GIVEN THE SAMPLE, 60 3.7 DESIGN EXPECTATION (GIVEN THE REALIZATION), 61 3.8 MODEL EXPECTATION GIVEN THE SAMPLE, 62 3.9 PREDICTIVE OR BAYES DENSITIES, 65 3.10 PREDICTIVE EXPECTATION (GIVEN THE DATA), 66 3.11 PREDICTIVE SUFFICIENCY, 70 3.12 PREDICTIVE SUFFICIENCY IN SAMPLING, 74 3.13 PREDICTIVE LIKELIHOODS, 77 3.14 BEST UNBIASED PREDICTORS, 83 3.15 HOMOGENEOUS LINEAR ESTIMATORS, 85 3.16 BEST LINEAR UNBIASED PREDICTION, 87 3.17 SPATIAL-TEMPORAL EXTENSIONS, 88 3.18 NONSAMPLING ERRORS, 89 4. ADAPTIVE CLUSTER SAMPLING 93 4.1 INTRODUCTION, 93 4.2 INITIAL RANDOM SAMPLE WITHOUT REPLACEMENT, 93 4.2.1 AN ESTIMATOR USING INITIAL INTERSECTION PROBABILITIES, 94 4.2.2 AN ESTIMATOR USING NUMBERS OF INITIAL INTERSECTIONS, 97 4.3 INITIAL RANDOM SAMPLE WITH REPLACEMENT, 100 4.4 INITIAL UNEQUAL PROBABILITY SAMPLING, 100 4.5 APPLYING THE RAO-BLACKWELL METHOD, 108 4.6 EXPECTED SAMPLE SIZE AND COST, 111 4.6.1 EXAMPLES, 112 4.6.2 COMPARATIVE EFFICIENCIES, 119 4.7 PRIMARY AND SECONDARY UNITS, 121 4.7.1 INTRODUCTION, 121 4.7.2 SIMPLE RANDOM SAMPLING OF PRIMARY UNITS, 123 4.7.3 EXAMPLES WITH PRIMARY AND SECONDARY UNITS, 127 4.7.4 COMPARATIVE EFFICIENCIES, 129 4.8 SIMPLE LATIN SQUARE SAMPLING +1 DESIGNS, 130 4.9 STRATIFIED ADAPTIVE CLUSTER SAMPLING, 134 4.9.1 EXAMPLES FOR STRATIFIED POPULATIONS, 139 5. EFFICIENCY AND SAMPLE SIZE ISSUES 149 5.1 INTRODUCTION, 149 5.2 ADAPTIVE VERSUS SIMPLE RANDOM SAMPLING, 149 5.3 WITHIN-NETWORK VARIATION, 151 5.4 SAMPLE SIZE AND COST ISSUES, 152 5.5 RARITY OF THE POPULATION, 155 5.6 ALTERNATIVE ESTIMATORS AND DESIGNS, 157 5.7 SUMMARY OF FACTORS INFLUENCING EFFICIENCY, 159 IMAGE 4 CONTENTS VII 5.8 LIMITING SAMPLE SIZE AND DEALING WITH UNEXPECTED EXIGENCIES, 159 6. ADAPTIVE CLUSTER SAMPLING BASED ON ORDER STATISTICS 163 6.1 INTRODUCTION, 163 6.2 THE DESIGN, 164 6.3 UNBIASED ESTIMATION, 165 6.4 IMPROVED UNBIASED ESTIMATORS, 167 6.5 EXAMPLES, 169 7. ADAPTIVE ALLOCATION IN STRATIFIED SAMPLING 177 7.1 INTRODUCTION, 177 7.2 SAMPLE SIZES BASED ON INITIAL OBSERVATIONS IN EACH STRATUM, 178 7.2.1 APPROXIMATELY OPTIMAL ALLOCATION, 178 7.2.2 UNBIASED ESTIMATION WITH THE RAO-BLACKWELL METHOD, 184 7.2.3 FIXED-WEIGHT STRATEGIES, 189 7.2.4 MODEL-BASED STRATIFIED SAMPLING, 191 7.3 SAMPLE SIZES BASED ON OBSERVATIONS FROM PREVIOUS STRATA, 192 7.3.1 DESIGN-UNBIASED ESTIMATION, 192 7.3.2 MODEL-UNBIASED ESTIMATION, 195 8. MULTIVARIATE ASPECTS OF ADAPTIVE SAMPLING 201 8.1 INTRODUCTION, 201 8.2 MULTIVARIATE CONDITIONS FOR ADDING NEIGHBORHOODS, 202 8.3 DESIGN-UNBIASED ESTIMATION, 203 8.3.1 ESTIMATOR BASED ON INTERSECTION PROBABILITIES, 203 8.3.2 ESTIMATOR BASED ON NETWORK SIZES, 205 8.3.3 ESTIMATORS BASED ON THE RAO-BLACKWELL METHOD, 206 8.4 ADAPTIVE CLUSTER SAMPLING COMPARED TO CONVENTIONAL SAMPLING, 208 8.5 RAPID ASSESSMENT VARIABLES, 209 9. DETECTABILITY IN ADAPTIVE SAMPLING 211 9.1 INTRODUCTION, 211 9.2 CONSTANT DETECTABILITY, 212 9.3 ESTIMATED DETECTABILITY, 219 9.4 UNEQUAL DETECTABILITIES AND AN ARBITRARY VARIABLE, 220 9.5 ESTIMATED DETECTABILITIES, 226 9.6 A NOTE ON WITH-REPLACEMENT DESIGNS, 230 9.7 TAYLOR SERIES APPROXIMATIONS, 231 10. OPTIMAL SAMPLING STRATEGIES 235 10.1 INTRODUCTION, 235 10.2 FIXED POPULATION SETTING, 235 IMAGE 5 VUEI CONTENTS 10.3 KNOWN POPULATION MODEL, 236 10.3.1 PHASES IN ADAPTIVE DESIGNS, 237 10.3.2 OPTIMAL TWO-PHASE STRATEGY, 237 10.3.3 OPTIMAL MULTIPHASE STRATEGY, 245 10.3.4 OPTIMAL CHOICE OF SAMPLE SIZE, 247 10.4 PARTIALLY KNOWN POPULATION MODEL, 249 10.4.1 COMBINED AND MODIFIED APPROACHES, 251 REFERENCES 253 INDEX 261
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discipline	Informatik Soziologie Mathematik
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spelling	Thompson, Steven K. Verfasser aut Adaptive sampling Steven K. Thompson ; George A. F. Seber New York [u.a.] Wiley 1996 XI, 265 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Wiley series in probability and statistics A Wiley-Interscience publication Stichprobe (DE-588)4057502-0 gnd rswk-swf Adaptives Verfahren (DE-588)4310560-9 gnd rswk-swf Stichprobenplan (DE-588)4135130-7 gnd rswk-swf Stichprobenplan (DE-588)4135130-7 s Adaptives Verfahren (DE-588)4310560-9 s DE-604 Stichprobe (DE-588)4057502-0 s DE-188 Seber, George A. Verfasser aut GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007447956&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Thompson, Steven K. Seber, George A. Adaptive sampling Stichprobe (DE-588)4057502-0 gnd Adaptives Verfahren (DE-588)4310560-9 gnd Stichprobenplan (DE-588)4135130-7 gnd
subject_GND	(DE-588)4057502-0 (DE-588)4310560-9 (DE-588)4135130-7
title	Adaptive sampling
title_auth	Adaptive sampling
title_exact_search	Adaptive sampling
title_full	Adaptive sampling Steven K. Thompson ; George A. F. Seber
title_fullStr	Adaptive sampling Steven K. Thompson ; George A. F. Seber
title_full_unstemmed	Adaptive sampling Steven K. Thompson ; George A. F. Seber
title_short	Adaptive sampling
title_sort	adaptive sampling
topic	Stichprobe (DE-588)4057502-0 gnd Adaptives Verfahren (DE-588)4310560-9 gnd Stichprobenplan (DE-588)4135130-7 gnd
topic_facet	Stichprobe Adaptives Verfahren Stichprobenplan
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