Detection theory: a user's guide
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cambridge u.a.
Cambridge Univ. Pr.
1991
|
| Ausgabe: | 1. publ. |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XV, 407 S. graph. Darst. |
| ISBN: | 0521363594 0521368928 |
Internformat
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| 245 | 1 | 0 | |a Detection theory |b a user's guide |c Neil A. Macmillan and C. Douglas Creelman |
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| 264 | 1 | |a Cambridge u.a. |b Cambridge Univ. Pr. |c 1991 | |
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Datensatz im Suchindex
| _version_ | 1804120438502064128 |
|---|---|
| adam_text | IMAGE 1
CONTENTS
PREFACE PAGE XIII
INTRODUCTION 1
PART I ONE-INTERVAL DISCRIMINATION 5
1 THE YES-NO EXPERIMENT: SENSITIVITY 7
EXAMPLE 1: FACE RECOGNITION 7
SUMMARIZING THE DATA: HITS AND FALSE ALARMS 8 MEASURING SENSITIVITY 9
ISOSENSITIVITY CURVES IMPLIED BY D AND LOG (A) 13 SENSITIVITY AS
PERCEPTUAL DISTANCE 17
INTERNAL REPRESENTATIONS: THE DECISION SPACE 19 ESSAY: THE PROVENANCE OF
DETECTION THEORY 25 SUMMARY 28
PROBLEMS 28
2 THE YES-NO EXPERIMENT: RESPONSE BIAS 31
TWO EXAMPLES 31
MEASURING RESPONSE BIAS 33
A ITERNATIVE MEASURES OF BIAS 37
ISOBIAS CURVES 42
COMPARING THE BIAS MEASURES 44
HOW DOES THE SUBJECT CHOOSE A DECISION RULE? 48 ESSAY: OPTIMAL AND
NONOPTIMAL STRATEGIES 50 CODA: CALCULATING HIT AND FALSE-ALARM RATES
FROM PARAMETERS 52
SUMMARY 55
PROBLEMS 55
VLL
IMAGE 2
VIII CONTENTS
3 THE RATING EXPERIMENT AND EMPIRICAL ROCS EXAMPLE 3A: CONCEPT FORMATION
IN AN ARTIFICIAL LANGUAGE DESIGN OF RATING EXPERIMENTS ROC ANALYSIS ROC
ANALYSIS WITH SLOPES OTHER THAN 1 ESTIMATING BIAS A CHOICE THEORY MODEL
SYSTEMATIC PARAMETER ESTIMATION ALTERNATIVE WAYS TO GENERATE ROCS
ANOTHER KIND OF ROC: TYPE 2 ESSAY: ARE ROCS NECESSARY?
SUMMARY PROBLEMS
4 THRESHOLD THEORY AND NONPARAMETRIC ANALYSIS SINGLE HIGH-THRESHOLD
THEORY LOW-THRESHOLD THEORY DOUBLE HIGH-THRESHOLD THEORY MEASURES BASED
ON AREAS IN ROC SPACE
OTHER NONPARAMETRIC MODELS ESSAY: THE APPEAL OF DISCRETE MODELS SUMMARY
PROBLEMS
58
58 59 60 65 71 77 78
- 79 80 82 85 86
88 89 93 95 106 110 111 114 115
PART II DISCRIMINATION WITH TWO OR MORE INTERVALS 117
5 FORCED-CHOICE DESIGNS 119
EXAMPLE 5A: RECOGNITION MEMORY FOR WORDS 119 DESIGN OF 2AFC EXPERIMENTS
120
MEASURING SENSITIVITY 121
MEASURING BIAS 124
SENSITIVITY MEASURES BASED ON PROPORTION CORRECT 125 ROC ANALYSIS 127
DISAGREEMENTS BETWEEN DATA AND THEORY 130
VARIETIES OF 2AFC (AND OTHER DESIGNS) 132
TWO REASONS FOR USING TWO ALTERNATIVES 134
DESIGNS SOMETIMES CONFUSED WITH 2AFC 134
FORCED-CHOICE DESIGNS WITH M ALTERNATIVES 135 SUMMARY 139
PROBLEMS 140
IMAGE 3
CONTENTS IX
6 SAME-DIFFERENT DESIGNS EXAMPLE 6: SPEECH DISCRIMINATION BY CHILDREN
AND ADULTS MEASURING SENSITIVITY MEASURING BIAS FIXED VERSUS ROVING
EXPERIMENTS: INDEPENDENT- OBSERVATION VERSUS DIFFERENCING MODELS BIAS IN
THE DIFFERENCING MODEL
SOME RELEVANT RESULTS NONPARAMETRIC ANALYSIS REMINDER EXPERIMENTS
ESSAY: ON THE IMPORTANCE OF COMPARISONS
SUMMARY PROBLEMS
7 MANY-INTERVAL DESIGNS ABX (MATCHING-TO-SAMPLE) ODDITY (TRIANGULAR
METHOD) COMPARISONS AMONG PARADIGMS
ESSAY: HOW TO CHOOSE AN EXPERIMENTAL DESIGN SUMMARY PROBLEMS
141
142 143 147
147 153 153 154 155 157 159 160
162 162 170 173
175 178 179
PART III LARGER STIMULUS CONTEXTS 181
8 ADAPTIVE METHODS FOR ESTIMATING EMPIRICAL THRESHOLDS 183
TWO EXAMPLES 184
PSYCHOMETRIC FUNCTIONS 186
CHOICES FOR THE ADAPTIVE TESTER 190
CRITERIA FOR EVALUATING ADAPTIVE METHODS 201
ADAPTIVE TESTING PACKAGES 203
GENERAL RECOMMENDATIONS 205
SUMMARY 206
PROBLEMS 207
9 CLASSIFICATION EXPERIMENTS WITH ONE-DIMENSIONAL STIMULUS SETS 209
DESIGN OF CLASSIFICATION EXPERIMENTS 209
PERCEPTUAL ONE-DIMENSIONALITY 210
TWO-RESPONSE CLASSIFICATION 212
TWO-RESPONSE CLASSIFICATION WITH A STANDARD 218
IMAGE 4
CONTENTS
EXPERIMENTS WITH MORE THAN TWO RESPONSES 221 NONPARAMETRIC MEASURES 225
COMPARING CLASSIFICATION AND DISCRIMINATION 227 SUMMARY 230
PROBLEMS 230
10 MULTIDIMENSIONAL DETECTION THEORY 233
EXAMPLE 10: DETECTION AND IDENTIFICATION OF X-RAY STIMULI 233
TWO PERSPECTIVES ON MULTIDIMENSIONALITY * * 2 34 SCOPE OF THIS CHAPTER
236
FIVE MULTIDIMENSIONAL TASKS 237
AN EARLY MULTIDIMENSIONAL MODEL: TANNER S THEORY OF RECOGNITION 240
IDENTIFICATION 242
DETECTION WITH UNCERTAINTY 245
SIMULTANEOUS DETECTION AND IDENTIFICATION 251 COMPOUND DETECTION
(REDUNDANT DISCRIMINATION) 256
SIMULTANEOUS SIMPLE AND COMPOUND DETECTION 257 ESSAY: SERIAL
INFORMATION-PROCESSING SYSTEMS AND DETECTION THEORY 260
SUMMARY 262
PROBLEMS 262
PART IV STATISTICS 265
11 STATISTICS AND DETECTION THEORY 267
HIT AND FALSE-ALARM RATES 268
SENSITIVITY AND BIAS PARAMETERS 271
SENSITIVITY ESTIMATES BASED ON AVERAGED DATA 275 TESTING CHOICE THEORY
HYPOTHESES WITH LOG- LINEAR MODELS 281
SUMMARY 288
PROBLEMS 289
APPENDIX 1 ELEMENTS OF PROBABILITY AND STATISTICS 291 PROBABILITY 291
STATISTICS 299
APPENDIX 2 LOGARITHMS AND EXPONENTIALS 303
IMAGE 5
CONTENTS XI
APPENDIX 3 FLOWCHARTS TO SENSITIVITY AND BIAS CALCULATIONS 305
CHART 1: GUIDE TO SUBSEQUENT CHARTS 305
CHART 2: YES-NO SENSITIVITY 306
CHART 3: YES-NO RESPONSE BIAS 307
CHART 4: RATING-DESIGN SENSITIVITY 307
CHART 5: DEFINITIONS OF MULTI-INTERVAL DESIGNS 308 CHART 6:
MULTI-INTERVAL SENSITIVITY 309
CHART 7: MULTI-INTERVAL BIAS 310
CHART 8: ADAPTIVE PROCEDURES 311
CHART 9: CLASSIFICATION 311
APPENDIX 4 SOME USEFUL EQUATIONS 313
APPENDIX 5 TABLES 317
TABLE A5.1: NORMAL DISTRIBUTION, FOR FINDING D , C, AND OTHER
SDTSTATISTICS 317
TABLE A5.2: VALUES OF D FOR M-INTERVAL FORCED CHOICE OR IDENTIFICATION
319
TABLE A5.3: VALUES OF D FOR SAME-DIFFERENT (INDEPENDENT-OBSERVATION
MODEL) AND ABX (INDEPENDENT-OBSERVATION AND DIFFERENCING MODELS) 323
TABLE ASA: VALUES OF & FOR SAME-DIFFERENT (DIFFERENCING MODEL) 338
TABLE A 5.5: VALUES OF D FOR THREE-ALTERNATIVE ODDITY (NORMAL AND
LOGISTIC MODELS) 355
APPENDIX 6 SOFTWARE FOR DETECTION THEORY 357
LISTING 357
SAMPLE BMDP PROGRAM 359
DESCRIPTION OF DISKETTE 360
APPENDIX 7 SOLUTIONS TO SELECTED PROBLEMS 362
GLOSSARY 369
REFERENCES 383
NAME INDEX 397
SUBJECT INDEX 401
|
| any_adam_object | 1 |
| author | Macmillan, Neil A. Creelman, C. D. |
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| dewey-ones | 152 - Perception, movement, emotions & drives |
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| dewey-search | 152.1 |
| dewey-sort | 3152.1 |
| dewey-tens | 150 - Psychology |
| discipline | Psychologie |
| edition | 1. publ. |
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| spelling | Macmillan, Neil A. Verfasser (DE-588)140081038 aut Detection theory a user's guide Neil A. Macmillan and C. Douglas Creelman 1. publ. Cambridge u.a. Cambridge Univ. Pr. 1991 XV, 407 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Détection du signal (Psychologie) Percepcao (psicologia) larpcal Signaal-detectietheorie gtt Signal detection (Psychology) Psychophysik (DE-588)4176251-4 gnd rswk-swf Signalverarbeitung (DE-588)4054947-1 gnd rswk-swf Signaldetektion (DE-588)4181266-9 gnd rswk-swf Theorie (DE-588)4059787-8 gnd rswk-swf 1\p (DE-588)4151278-9 Einführung gnd-content Signaldetektion (DE-588)4181266-9 s Theorie (DE-588)4059787-8 s DE-604 Psychophysik (DE-588)4176251-4 s Signalverarbeitung (DE-588)4054947-1 s 2\p DE-604 Creelman, C. D. Verfasser aut SWB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=003928914&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Macmillan, Neil A. Creelman, C. D. Detection theory a user's guide Détection du signal (Psychologie) Percepcao (psicologia) larpcal Signaal-detectietheorie gtt Signal detection (Psychology) Psychophysik (DE-588)4176251-4 gnd Signalverarbeitung (DE-588)4054947-1 gnd Signaldetektion (DE-588)4181266-9 gnd Theorie (DE-588)4059787-8 gnd |
| subject_GND | (DE-588)4176251-4 (DE-588)4054947-1 (DE-588)4181266-9 (DE-588)4059787-8 (DE-588)4151278-9 |
| title | Detection theory a user's guide |
| title_auth | Detection theory a user's guide |
| title_exact_search | Detection theory a user's guide |
| title_full | Detection theory a user's guide Neil A. Macmillan and C. Douglas Creelman |
| title_fullStr | Detection theory a user's guide Neil A. Macmillan and C. Douglas Creelman |
| title_full_unstemmed | Detection theory a user's guide Neil A. Macmillan and C. Douglas Creelman |
| title_short | Detection theory |
| title_sort | detection theory a user s guide |
| title_sub | a user's guide |
| topic | Détection du signal (Psychologie) Percepcao (psicologia) larpcal Signaal-detectietheorie gtt Signal detection (Psychology) Psychophysik (DE-588)4176251-4 gnd Signalverarbeitung (DE-588)4054947-1 gnd Signaldetektion (DE-588)4181266-9 gnd Theorie (DE-588)4059787-8 gnd |
| topic_facet | Détection du signal (Psychologie) Percepcao (psicologia) Signaal-detectietheorie Signal detection (Psychology) Psychophysik Signalverarbeitung Signaldetektion Theorie Einführung |
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