메뉴 건너뛰기




Volumn 116, Issue 3, 2009, Pages 499-518

Optimal Experimental Design for Model Discrimination

Author keywords

categorization; formal modeling; Markov chain Monte Carlo; model discrimination; retention

Indexed keywords

ALGORITHM; ANIMAL; ARTICLE; ASSOCIATION; CONCEPT FORMATION; HUMAN; LONG TERM MEMORY; METHODOLOGY; MONTE CARLO METHOD; PERCEPTIVE DISCRIMINATION; PROBABILITY; PSYCHOLOGICAL MODEL; STATISTICAL MODEL; STATISTICS; UNCERTAINTY;

EID: 67651052215     PISSN: 0033295X     EISSN: None     Source Type: Journal    
DOI: 10.1037/a0016104     Document Type: Article
Times cited : (120)

References (67)
  • 1
    • 0000501656 scopus 로고
    • Information theory and an extension of the maximum likelihood principle
    • Petrox B.N., and Caski F. (Eds), Akademia Kiado, Budapest, Hungary
    • Akaike H. Information theory and an extension of the maximum likelihood principle. In: Petrox B.N., and Caski F. (Eds). Second International Symposium on Information Theory (1973), Akademia Kiado, Budapest, Hungary 267-281
    • (1973) Second International Symposium on Information Theory , pp. 267-281
    • Akaike, H.1
  • 2
    • 0141687261 scopus 로고    scopus 로고
    • An experimental design criterion for minimizing meta-model prediction errors applied to die casting process design
    • Allen T.T., Yu L., and Schmitz J. An experimental design criterion for minimizing meta-model prediction errors applied to die casting process design. Journal of the Royal Statistical Society: Applied Statistics 52 C (2003) 103-117
    • (2003) Journal of the Royal Statistical Society: Applied Statistics , vol.52 , Issue.C , pp. 103-117
    • Allen, T.T.1    Yu, L.2    Schmitz, J.3
  • 7
    • 85041935631 scopus 로고
    • The design of experiments for discriminating between two rival models
    • Atkinson C.V., and Fedorov V.V. The design of experiments for discriminating between two rival models. Biometrika 62 (1975) 57-70
    • (1975) Biometrika , vol.62 , pp. 57-70
    • Atkinson, C.V.1    Fedorov, V.V.2
  • 8
    • 0021437034 scopus 로고
    • Are lexical decisions a good measure of lexical access? The role of word frequency in the neglected decision stage
    • Balota D.A., and Chumbley J.I. Are lexical decisions a good measure of lexical access? The role of word frequency in the neglected decision stage. Journal of Experimental Psychology: Human Perception and Performance 10 (1984) 340-357
    • (1984) Journal of Experimental Psychology: Human Perception and Performance , vol.10 , pp. 340-357
    • Balota, D.A.1    Chumbley, J.I.2
  • 9
    • 0000477772 scopus 로고    scopus 로고
    • Optimal design: A computer program to study the best possible spacing of design points for model discrimination
    • Bardsley W.G., Wood R.M.W., and Melikhova E.M. Optimal design: A computer program to study the best possible spacing of design points for model discrimination. Computers & Chemistry 20 (1996) 145-157
    • (1996) Computers & Chemistry , vol.20 , pp. 145-157
    • Bardsley, W.G.1    Wood, R.M.W.2    Melikhova, E.M.3
  • 11
    • 0002928751 scopus 로고
    • Discrimination among mechanistic models
    • Box G.E.B., and Hill W.J. Discrimination among mechanistic models. Technometrics 9 (1967) 57-71
    • (1967) Technometrics , vol.9 , pp. 57-71
    • Box, G.E.B.1    Hill, W.J.2
  • 12
    • 0027637720 scopus 로고
    • Decision field theory: A dynamic-cognitive approach to decision making in an uncertain environment
    • Busemeyer J.R., and Townsend J.T. Decision field theory: A dynamic-cognitive approach to decision making in an uncertain environment. Psychological Review 100 (1991) 432-459
    • (1991) Psychological Review , vol.100 , pp. 432-459
    • Busemeyer, J.R.1    Townsend, J.T.2
  • 14
    • 84972528615 scopus 로고
    • Bayesian experimental design: A review
    • Chaloner K., and Verdinelli I. Bayesian experimental design: A review. Statistical Science 10 (1995) 274-304
    • (1995) Statistical Science , vol.10 , pp. 274-304
    • Chaloner, K.1    Verdinelli, I.2
  • 18
    • 0030300534 scopus 로고    scopus 로고
    • Economical experiments: Bayesian efficient experimental design
    • El-Gamal M.A., and Palfrey T.R. Economical experiments: Bayesian efficient experimental design. International Journal of Game Theory 25 (1996) 495-517
    • (1996) International Journal of Game Theory , vol.25 , pp. 495-517
    • El-Gamal, M.A.1    Palfrey, T.R.2
  • 20
    • 0345792473 scopus 로고    scopus 로고
    • Model selection based on minimum description length
    • Grunwald P. Model selection based on minimum description length. Journal of Mathematical Psychology 44 (2000) 133-152
    • (2000) Journal of Mathematical Psychology , vol.44 , pp. 133-152
    • Grunwald, P.1
  • 25
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • Kirkpatrick S., Gelatt C.D., and Vecchi M.P. Optimization by simulated annealing. Science 220 (1983, May 13) 671-680
    • (1983) Science , vol.220 , pp. 671-680
    • Kirkpatrick, S.1    Gelatt, C.D.2    Vecchi, M.P.3
  • 26
    • 48049104852 scopus 로고    scopus 로고
    • SMC samplers for Bayesian optimal nonlinear design
    • September, Paper presented at the, Cambridge, England
    • Kueck, H., de Freitas, N., & Doucet, A. (2006, September). SMC samplers for Bayesian optimal nonlinear design. Paper presented at the Nonlinear Statistical Signal Processing Workshop, Cambridge, England.
    • (2006) Nonlinear Statistical Signal Processing Workshop
    • Kueck, H.1    de Freitas, N.2    Doucet, A.3
  • 29
    • 0001373780 scopus 로고    scopus 로고
    • On the complexity of additive clustering models
    • Lee M.D. On the complexity of additive clustering models. Journal of Mathematical Psychology 45 (2001) 131-148
    • (2001) Journal of Mathematical Psychology , vol.45 , pp. 131-148
    • Lee, M.D.1
  • 30
    • 67651057291 scopus 로고    scopus 로고
    • Model selection for the rate problem: A comparison of significance testing, Bayesian and minimum description length statistical inference
    • Lee M.D., and Pope K.J. Model selection for the rate problem: A comparison of significance testing, Bayesian and minimum description length statistical inference. Journal of Mathematical Psychology 44 (2006) 190-204
    • (2006) Journal of Mathematical Psychology , vol.44 , pp. 190-204
    • Lee, M.D.1    Pope, K.J.2
  • 31
    • 33746173010 scopus 로고    scopus 로고
    • Bayesian adaptive estimation of threshold versus contrast external noise functions: The quick TvC method
    • Lesmes L.A., Jeon S.-T., Lu Z.-L., and Dosher B.A. Bayesian adaptive estimation of threshold versus contrast external noise functions: The quick TvC method. Vision Research 46 (2006) 3160-3176
    • (2006) Vision Research , vol.46 , pp. 3160-3176
    • Lesmes, L.A.1    Jeon, S.-T.2    Lu, Z.-L.3    Dosher, B.A.4
  • 33
    • 33646817544 scopus 로고    scopus 로고
    • Bayesian adaptive estimation
    • Erickson G.J., and Zhai Y. (Eds), American Institute of Physics, Melville, NY
    • Loredo T.J. Bayesian adaptive estimation. In: Erickson G.J., and Zhai Y. (Eds). Bayesian inference and maximum entropy methods in science and engineering (2004), American Institute of Physics, Melville, NY 330-346
    • (2004) Bayesian inference and maximum entropy methods in science and engineering , pp. 330-346
    • Loredo, T.J.1
  • 34
    • 0342973074 scopus 로고
    • Context theory of classification learning
    • Medin D.L., and Schaffer M.M. Context theory of classification learning. Psychological Review 85 (1978) 207-238
    • (1978) Psychological Review , vol.85 , pp. 207-238
    • Medin, D.L.1    Schaffer, M.M.2
  • 35
    • 0007190954 scopus 로고    scopus 로고
    • Simulation-based optimal design
    • Bernardo J.M., Berger J.O., Dawid A.P., and Smith A.F.M. (Eds), Oxford University Press, Oxford, England
    • Muller P. Simulation-based optimal design. In: Bernardo J.M., Berger J.O., Dawid A.P., and Smith A.F.M. (Eds). Bayesian statistics 6 (1999), Oxford University Press, Oxford, England 459-474
    • (1999) Bayesian statistics , vol.6 , pp. 459-474
    • Muller, P.1
  • 39
    • 0003016813 scopus 로고    scopus 로고
    • Applying Occam's razor in modeling cognition: A Bayesian approach
    • Myung I.J., and Pitt M. Applying Occam's razor in modeling cognition: A Bayesian approach. Psychonomic Bulletin & Review 4 (1997) 79-95
    • (1997) Psychonomic Bulletin & Review , vol.4 , pp. 79-95
    • Myung, I.J.1    Pitt, M.2
  • 41
    • 21944444843 scopus 로고    scopus 로고
    • Common and distinctive features in stimulus representation: A modified version of the contrast model
    • Navarro D.J., and Lee M.D. Common and distinctive features in stimulus representation: A modified version of the contrast model. Psychonomic Bulletin & Review 11 (2004) 961-974
    • (2004) Psychonomic Bulletin & Review , vol.11 , pp. 961-974
    • Navarro, D.J.1    Lee, M.D.2
  • 42
    • 2942674976 scopus 로고    scopus 로고
    • Assessing the distinguishability of models and the informativeness of data
    • Navarro D.J., Pitt M.A., and Myung I.J. Assessing the distinguishability of models and the informativeness of data. Cognitive Psychology 49 (2004) 47-84
    • (2004) Cognitive Psychology , vol.49 , pp. 47-84
    • Navarro, D.J.1    Pitt, M.A.2    Myung, I.J.3
  • 43
    • 0022686961 scopus 로고
    • Attention, similarity, and identification-categorization relationship
    • Nosofsky R.M. Attention, similarity, and identification-categorization relationship. Journal of Experimental Psychology: General 115 (1986) 39-57
    • (1986) Journal of Experimental Psychology: General , vol.115 , pp. 39-57
    • Nosofsky, R.M.1
  • 44
    • 0036728612 scopus 로고    scopus 로고
    • Exemplar and prototype models revisited: Response strategies, selective attention, and stimulus generalization
    • Nosofsky R.M., and Zaki S.R. Exemplar and prototype models revisited: Response strategies, selective attention, and stimulus generalization. Journal of Experimental Psychology: Learning, Memory, and Cognition 28 (2002) 924-940
    • (2002) Journal of Experimental Psychology: Learning, Memory, and Cognition , vol.28 , pp. 924-940
    • Nosofsky, R.M.1    Zaki, S.R.2
  • 46
    • 85047674682 scopus 로고    scopus 로고
    • Toward a method of selecting among computational models of cognition
    • Pitt M.A., Myung I.J., and Zhang S. Toward a method of selecting among computational models of cognition. Psychological Review 109 (2002) 472-491
    • (2002) Psychological Review , vol.109 , pp. 472-491
    • Pitt, M.A.1    Myung, I.J.2    Zhang, S.3
  • 47
    • 0040056529 scopus 로고
    • Optimum experimental design for discriminating between two rival models in the presence of prior information
    • Ponce de Leon A.C., and Atkinson A.C. Optimum experimental design for discriminating between two rival models in the presence of prior information. Biometrika 78 (1991) 601-608
    • (1991) Biometrika , vol.78 , pp. 601-608
    • Ponce de Leon, A.C.1    Atkinson, A.C.2
  • 48
    • 0001147815 scopus 로고
    • Pattern recognition and categorization
    • Reed S.K. Pattern recognition and categorization. Cognitive Psychology 3 (1972) 382-407
    • (1972) Cognitive Psychology , vol.3 , pp. 382-407
    • Reed, S.K.1
  • 50
    • 0035396479 scopus 로고    scopus 로고
    • Strong optimality of the normalized ML models as universal codes and information in data
    • Rissanen J.J. Strong optimality of the normalized ML models as universal codes and information in data. IEEE Transactions on Information Theory 47 (2001) 1712-1717
    • (2001) IEEE Transactions on Information Theory , vol.47 , pp. 1712-1717
    • Rissanen, J.J.1
  • 54
    • 0346706306 scopus 로고    scopus 로고
    • One hundred years of forgetting: A quantitative description of retention
    • Rubin D.C., and Wenzel A. One hundred years of forgetting: A quantitative description of retention. Psychological Review 103 (1996) 734-760
    • (1996) Psychological Review , vol.103 , pp. 734-760
    • Rubin, D.C.1    Wenzel, A.2
  • 55
    • 0000803223 scopus 로고    scopus 로고
    • A model for recognition memory: REM-retrieving effectively from memory
    • Shiffrin R.M., and Steyvers M. A model for recognition memory: REM-retrieving effectively from memory. Psychonomic Bulletin & Review 4 (1997) 145-166
    • (1997) Psychonomic Bulletin & Review , vol.4 , pp. 145-166
    • Shiffrin, R.M.1    Steyvers, M.2
  • 59
    • 5644244379 scopus 로고    scopus 로고
    • A theory of interactive parallel processing: New capacity measures and predictions for a response time inequality series
    • Townsend J.T., and Wenger M.W. A theory of interactive parallel processing: New capacity measures and predictions for a response time inequality series. Psychological Review 111 (2004) 1003-1035
    • (2004) Psychological Review , vol.111 , pp. 1003-1035
    • Townsend, J.T.1    Wenger, M.W.2
  • 61
    • 50949117247 scopus 로고    scopus 로고
    • In search of abstraction: The varying abstraction model of categorization
    • Vanpaemel W., and Storms G. In search of abstraction: The varying abstraction model of categorization. Psychonomic Bulletin & Review 15 (2008) 732-749
    • (2008) Psychonomic Bulletin & Review , vol.15 , pp. 732-749
    • Vanpaemel, W.1    Storms, G.2
  • 65
    • 0000834679 scopus 로고
    • Sparing of short-term memory in an amnesiac patient: Implications of strength theory of memory
    • Wickelgren W.A. Sparing of short-term memory in an amnesiac patient: Implications of strength theory of memory. Neuropsychologica 6 (1968) 235-244
    • (1968) Neuropsychologica , vol.6 , pp. 235-244
    • Wickelgren, W.A.1
  • 66
    • 0346401919 scopus 로고    scopus 로고
    • On the form of forgetting function: Comment on Rubin and Wenzel (1996): A quantitative description of retention
    • Wickens T.D. On the form of forgetting function: Comment on Rubin and Wenzel (1996): A quantitative description of retention. Psychological Review 105 (1998) 379-386
    • (1998) Psychological Review , vol.105 , pp. 379-386
    • Wickens, T.D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.