Multidimensional models of perception and cognition:
Gespeichert in:
| Format: | Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Hillsdale, NJ u.a.
Erlbaum
1992
|
| Schriftenreihe: | Sientific psychology series
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XIII, 523 S. graph. Darst. |
| ISBN: | 080580577X |
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Datensatz im Suchindex
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| adam_text | Titel: Multidimensional models of perception and cognition
Autor: Ashby, F. Gregory
Jahr: 1992
Table of Contents
PREFACE xi
1 MULTIVARIATE PROBABILITY DISTRIBUTIONS 1
F. Gregory Ashby
Univariate Probability Theory 2
Multivariate Distributions 4
Eigenvectors and Eigenvalues 11
Random Number Generation 17
Numerical Intergration Using Cloesky Factorization 24
Discriminant Analysis 26
Parameter Estimation and Model Testing 31
PART I: SIMILARITY, PREFERENCE, AND CHOICE
2 A PROBABILISTIC MULTIDIMENSIONAL
SCALING APPROACH: PROPERTIES
AND PROCEDURES 35
Joseph L. Zinnes and David B. MacKay
Foundations 35
Properties of the Model 46
Anisotropic Condition 53
v
Vi TABLE OF CONTENTS
3 PROBABILISTIC MULTIDIMENSIONAL MODELS
OF PAIRWISE CHOICE DATA 61
Geert De Soete and J. Douglas Carroll
Introduction 61
The Wandering Vector Model 66
The Wandering Ideal Point Model 74
A Probabilistic Additive Tree Unfolding Model 78
A Latent Class Approach 83
Conclusion 88
4 MULTIVARIATE MODELS OF PREFERENCE
AND CHOICE 89
Ulf Bockenholt
Introduction 89
Brief Review of Univariate Choice Models 90
Multivariate Preference Models 93
Comparison of Multivariate Representations 102
Model Estimation and Tests 104
Empirical Applications of the Multivariate Paired
Comparison Models 107
Discussion 111
5 A GENERAL PROBABILISTIC MODEL FOR
TRIAD DISCRIMINATION, PREFERENTIAL
CHOICE, AND TWO-ALTERNATIVE
IDENTIFICATION 115
Daniel M. Ennis and Kenneth Mullen
Model Assumptions 117
Mathematical Forms 118
Relationships Among Triad and Preference Models 120
Computing 121
Concluding Remarks 121
6 UNITING IDENTIFICATION, SIMILARITY
AND PREFERENCE: GENERAL
RECOGNITION THEORY 123
Nancy A. Perrin
General Recognition Theory 125
General Recognition Theory of Similarity 130
General Recognition Theory of Preference 140
Appendix A 145
TABLE OF CONTENTS VJi
PART II: INTERACTIONS BETWEEN PERCEPTUAL
DIMENSIONS
7 PERCEPTUAL AND DECISIONAL SEPARABILITY 147
W. Todd Maddox
Four Operational Tests of Separability 148
General Recognition Theory . 151
Speed Classification: Filtering and Redundancy
Tasks 154
Direct Dissimilarity Scaling 162
Restricted Classification 171
Alternative Methods for Testing Perceptual
Separability 176
Appendix A 179
8 SIGNAL DETECTION ANALYSES OF
DIMENSIONAL INTERACTIONS 181
Helena Kadlec and James T. Townsend
Introduction 181
Signal Detection Theory and Its Impact on the Study of
Perception 182
Perceptual Dimensions and Their Separability 184
General Recognition Theory and Signal Detection Macro-
and Microanalyses 188
Various Concepts of Perceptual Independence 193
Theoretical Results for Perceptual and Decisional
Separabilities and Perceptual Independence 200
Illustration of the Tests for Separabilities and Perceptual
Independence 210
Summary and Future Directions 222
Appendix 223
9 THREE VIEWS OF ASSOCIATION IN
CONCURRENT DETECTION RATINGS 229
Thomas D. Wickens and Lynn A. Olzak
The Concurrent Rating Task 231
The Bivariate Gaussian Model 232
The Multiplicative-Association Model 240
Independence and Conditional-independence
Models 244
Summary 250
Viii TABLE OF CONTENTS
PART III: DETECTION, IDENTIFICATION, AND
CATEGORIZATION
10 SIMULTANEOUS DETECTION AND
IDENTIFICATION 253
James P. Thomas and Lynn A. Olzak
Introduction 253
Multidimensional Visual Representation 255
The Vector Model 256
Comparing Detection and Discrimination:
Yes-No Procedures 259
Simultaneous Detection and Identification:
The 2X2 Procedure 266
Summary 276
11 MODELING SIMILARITY AND
IDENTIFICATION WHEN THERE ARE
MOMENTARY FLUCTUATIONS IN
PSYCHOLOGICAL MAGNITUDES 279
Daniel M. Ennis
General Principles 279
Similarity Models 280
Identification Models 286
Resolution of Shepard-Nosofsky Paradox 289
Multivariate Parameter Estimation 292
Probabilistic Psychophysics 295
Some Computing Notes 297
Concluding Remarks 297
12 DEVELOPING AND CHARACTERIZING
MULTIDIMENSIONAL THURSTONE
AND LUCE MODELS FOR IDENTIFICATION
AND PREFERENCE 299
A. A. J. Marley
Multidimensional Random Function Models 302
Multidimensional Poisson Process Models 309
Characterizing Relations Between Choice Probabilities on
Undimensional and Multidimensional Options 316
Issues Associated with Experimental Tests of Aggregation
Theorems 326
Discussion 330
TABLE OF CONTENTS JX
13 STRUCTURES IN STIMULUS
IDENTIFICATION DATA 335
Yoshio Takane and Tadashi Shibayama
Introduction 335
A Strategy for Model Comparison 336
Similarity-Choice Models 342
Sophisticated Guessing Models 353
Some Empirical Results 357
Concluding Remarks 362
14 EXEMPLAR-BASED APPROACH TO RELATING
CATEGORIZATION, IDENTIFICATION,
AND RECOGNITION 363
Robert M. Nosofsky
MDS-Based Exemplar Model: The Generalized Context
Model 365
MDS-Choice Model Analyses of Identification Confusion
Data 367
Predicting Categorization from Identification 375
Categorization and Recognition 385
Summary 392
15 ON THE SIMILARITY OF
CATEGORIZATION MODELS 395
Michael M. Cohen and Dominic W. Massaro
Introduction 395
Prototypical Two-Response Categorization Task 396
Fuzzy Logical Model of Perception 397
Bayesian Probability Model 401
Gaussian MDS Model 403
Exponential MDS Model 407
Theory of Signal Detection 409
Feedforward Connectionist Model 413
IAC Models 416
Model Tests With Hypothetical Two-Response Data 418
Model Tests With Experimental QG Data 423
Prototypical Four-Response Categorization Task 424
Four-Response FLMP 427
Four-Response BPM 428
Four-Response GMM 430
Four-Response EMM 433
X TABLE OF CONTENTS
Four-Response TSD 434
Four-Response FCM 436
Four-Response IAC Models 440
Model Tests With Hypothetical Fou.^Response Data 441
Model Tests With Experimental Four-Response Data 442
Summary 442
16 MULTIDIMENSIONAL MODELS
OF CATEGORIZATION 449
F. Gregory Ashby
Representation Assumptions 452
Response Selection Assumptions 457
Retrieval Assumptions 459
Summary and Conclusions 480
References 485
Author Index 509
Subject Index 517
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| id | DE-604.BV005902540 |
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| indexdate | 2024-07-09T16:36:36Z |
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| isbn | 080580577X |
| language | English |
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| publishDate | 1992 |
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| publisher | Erlbaum |
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| series2 | Sientific psychology series |
| spelling | Multidimensional models of perception and cognition ed. by F. Gregory Ashby Hillsdale, NJ u.a. Erlbaum 1992 XIII, 523 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Sientific psychology series Cognitie gtt Cognition Cognition - Méthodes statistiques ram Multidimensionale schaalmethoden gtt Perception Perception - Méthodes statistiques ram Psychophysiologie Waarneming gtt Models, Psychological Modell (DE-588)4039798-1 gnd rswk-swf Modellierung (DE-588)4170297-9 gnd rswk-swf Mathematisches Modell (DE-588)4114528-8 gnd rswk-swf Wahrnehmungspsychologie (DE-588)4079011-3 gnd rswk-swf Wahrnehmung (DE-588)4064317-7 gnd rswk-swf Psychophysik (DE-588)4176251-4 gnd rswk-swf Kognition (DE-588)4031630-0 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Kognition (DE-588)4031630-0 s Mathematisches Modell (DE-588)4114528-8 s DE-604 Wahrnehmungspsychologie (DE-588)4079011-3 s Modell (DE-588)4039798-1 s Psychophysik (DE-588)4176251-4 s Wahrnehmung (DE-588)4064317-7 s Modellierung (DE-588)4170297-9 s Ashby, F. Gregory Sonstige oth HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=003696145&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Multidimensional models of perception and cognition Cognitie gtt Cognition Cognition - Méthodes statistiques ram Multidimensionale schaalmethoden gtt Perception Perception - Méthodes statistiques ram Psychophysiologie Waarneming gtt Models, Psychological Modell (DE-588)4039798-1 gnd Modellierung (DE-588)4170297-9 gnd Mathematisches Modell (DE-588)4114528-8 gnd Wahrnehmungspsychologie (DE-588)4079011-3 gnd Wahrnehmung (DE-588)4064317-7 gnd Psychophysik (DE-588)4176251-4 gnd Kognition (DE-588)4031630-0 gnd |
| subject_GND | (DE-588)4039798-1 (DE-588)4170297-9 (DE-588)4114528-8 (DE-588)4079011-3 (DE-588)4064317-7 (DE-588)4176251-4 (DE-588)4031630-0 (DE-588)4143413-4 |
| title | Multidimensional models of perception and cognition |
| title_auth | Multidimensional models of perception and cognition |
| title_exact_search | Multidimensional models of perception and cognition |
| title_full | Multidimensional models of perception and cognition ed. by F. Gregory Ashby |
| title_fullStr | Multidimensional models of perception and cognition ed. by F. Gregory Ashby |
| title_full_unstemmed | Multidimensional models of perception and cognition ed. by F. Gregory Ashby |
| title_short | Multidimensional models of perception and cognition |
| title_sort | multidimensional models of perception and cognition |
| topic | Cognitie gtt Cognition Cognition - Méthodes statistiques ram Multidimensionale schaalmethoden gtt Perception Perception - Méthodes statistiques ram Psychophysiologie Waarneming gtt Models, Psychological Modell (DE-588)4039798-1 gnd Modellierung (DE-588)4170297-9 gnd Mathematisches Modell (DE-588)4114528-8 gnd Wahrnehmungspsychologie (DE-588)4079011-3 gnd Wahrnehmung (DE-588)4064317-7 gnd Psychophysik (DE-588)4176251-4 gnd Kognition (DE-588)4031630-0 gnd |
| topic_facet | Cognitie Cognition Cognition - Méthodes statistiques Multidimensionale schaalmethoden Perception Perception - Méthodes statistiques Psychophysiologie Waarneming Models, Psychological Modell Modellierung Mathematisches Modell Wahrnehmungspsychologie Wahrnehmung Psychophysik Kognition Aufsatzsammlung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=003696145&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT ashbyfgregory multidimensionalmodelsofperceptionandcognition |