메뉴 건너뛰기




Volumn 55, Issue 2, 2011, Pages 140-151

Drawing conclusions from choice response time models: A tutorial using the linear ballistic accumulator

Author keywords

Evidence accumulator models; Linear ballistic accumulator model; Response time models; Tutorial

Indexed keywords


EID: 79952815474     PISSN: 00222496     EISSN: 10960880     Source Type: Journal    
DOI: 10.1016/j.jmp.2010.10.001     Document Type: Article
Times cited : (107)

References (58)
  • 1
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • Akaike H. A new look at the statistical model identification. IEEE Transactions on Automatic Control 1974, 19:716-723.
    • (1974) IEEE Transactions on Automatic Control , vol.19 , pp. 716-723
    • Akaike, H.1
  • 2
    • 79952817102 scopus 로고    scopus 로고
    • The form of the forgetting curve and the fate of memories. Journal of Mathematical Psychology (in press).
    • Averell, L., & Heathcote, A. The form of the forgetting curve and the fate of memories. Journal of Mathematical Psychology (in press).
    • Averell, L.1    Heathcote, A.2
  • 3
    • 12344283816 scopus 로고    scopus 로고
    • A ballistic model of choice response time
    • Brown S., Heathcote A. A ballistic model of choice response time. Psychological Review 2005, 112:117-128.
    • (2005) Psychological Review , vol.112 , pp. 117-128
    • Brown, S.1    Heathcote, A.2
  • 4
    • 52749091564 scopus 로고    scopus 로고
    • The simplest complete model of choice reaction time: linear ballistic accumulation
    • Brown S., Heathcote A.J. The simplest complete model of choice reaction time: linear ballistic accumulation. Cognitive Psychology 2008, 57:153-178.
    • (2008) Cognitive Psychology , vol.57 , pp. 153-178
    • Brown, S.1    Heathcote, A.J.2
  • 5
    • 43449083494 scopus 로고    scopus 로고
    • An integrated model of choices and response times in absolute identification
    • Brown S., Marley A.A.J., Donkin C., Heathcote A. An integrated model of choices and response times in absolute identification. Psychological Review 2008, 115:396-425.
    • (2008) Psychological Review , vol.115 , pp. 396-425
    • Brown, S.1    Marley, A.A.J.2    Donkin, C.3    Heathcote, A.4
  • 6
    • 33646889112 scopus 로고    scopus 로고
    • Evaluating methods for approximating stochastic differential equations
    • Brown S., Ratcliff R., Smith P. Evaluating methods for approximating stochastic differential equations. Journal of Mathematical Psychology 2006, 50:402-410.
    • (2006) Journal of Mathematical Psychology , vol.50 , pp. 402-410
    • Brown, S.1    Ratcliff, R.2    Smith, P.3
  • 8
    • 0027637720 scopus 로고
    • Decision field theory: a dynamic-cognitive approach to decision making
    • Busemeyer J.R., Townsend J.T. Decision field theory: a dynamic-cognitive approach to decision making. Psychological Review 1993, 100:432-459.
    • (1993) Psychological Review , vol.100 , pp. 432-459
    • Busemeyer, J.R.1    Townsend, J.T.2
  • 9
    • 74849101896 scopus 로고    scopus 로고
    • Getting more from accuracy and response time data: methods for fitting the linear ballistic accumulator
    • Donkin C., Averell L., Brown S., Heathcote A. Getting more from accuracy and response time data: methods for fitting the linear ballistic accumulator. Behavior Research Methods 2009, 41:1095-1110.
    • (2009) Behavior Research Methods , vol.41 , pp. 1095-1110
    • Donkin, C.1    Averell, L.2    Brown, S.3    Heathcote, A.4
  • 10
    • 74849128692 scopus 로고    scopus 로고
    • The over-constraint of response time models: rethinking the scaling problem
    • Donkin C., Brown S., Heathcote A. The over-constraint of response time models: rethinking the scaling problem. Psychonomic Bulletin & Review 2009, 16:1129-1135.
    • (2009) Psychonomic Bulletin & Review , vol.16 , pp. 1129-1135
    • Donkin, C.1    Brown, S.2    Heathcote, A.3
  • 11
    • 79952815814 scopus 로고    scopus 로고
    • in press Diffusion versus linear ballistic accumulation: different models for response time, same conclusions about psychological mechanisms? Psychonomic Bulletin & Review.
    • Donkin, C., Brown, S., Heathcote, A., & Wagenmakers, E. J. (in press). Diffusion versus linear ballistic accumulation: different models for response time, same conclusions about psychological mechanisms? Psychonomic Bulletin & Review.
    • Donkin, C.1    Brown, S.2    Heathcote, A.3    Wagenmakers, E.J.4
  • 14
    • 4544337168 scopus 로고    scopus 로고
    • Reply to speckman and rouder: a theoretical basis for QML
    • Heathcote A., Brown S.D. Reply to speckman and rouder: a theoretical basis for QML. Psychonomic Bulletin & Review 2004, 11:577-578.
    • (2004) Psychonomic Bulletin & Review , vol.11 , pp. 577-578
    • Heathcote, A.1    Brown, S.D.2
  • 15
    • 4444377283 scopus 로고    scopus 로고
    • QMPE: estimating lognormal, wald and weibull RT distributions with a parameter dependent lower bound
    • Heathcote A., Brown S.D., Cousineau D. QMPE: estimating lognormal, wald and weibull RT distributions with a parameter dependent lower bound. Behavior Research Methods, Instruments, & Computers 2004, 36:277-290.
    • (2004) Behavior Research Methods, Instruments, & Computers , vol.36 , pp. 277-290
    • Heathcote, A.1    Brown, S.D.2    Cousineau, D.3
  • 17
    • 67650473154 scopus 로고    scopus 로고
    • Domain general mechanisms of perceptual decision making in human cortex
    • Ho T., Brown S., Serences J. Domain general mechanisms of perceptual decision making in human cortex. Journal of Neuroscience 2009, 29:8675-8687.
    • (2009) Journal of Neuroscience , vol.29 , pp. 8675-8687
    • Ho, T.1    Brown, S.2    Serences, J.3
  • 19
    • 79952816366 scopus 로고    scopus 로고
    • How cognitive modeling can benefit from hierarchical Bayesian models. Journal of Mathematical Psychology (in press).
    • Lee, M. D. How cognitive modeling can benefit from hierarchical Bayesian models. Journal of Mathematical Psychology (in press).
    • Lee, M.D.1
  • 21
    • 72449132133 scopus 로고    scopus 로고
    • Psychological interpretation of ex-Gaussian and shifted wald parameters: a diffusion model analysis
    • Matzke D., Wagenmakers E.J. Psychological interpretation of ex-Gaussian and shifted wald parameters: a diffusion model analysis. Psychonomic Bulletin & Review 2009, 16:798-817.
    • (2009) Psychonomic Bulletin & Review , vol.16 , pp. 798-817
    • Matzke, D.1    Wagenmakers, E.J.2
  • 22
    • 79952815577 scopus 로고    scopus 로고
    • A Bayesian hierarchical model for the measurement of working memory capacity. Journal of Mathematical Psychology (in press).
    • Morey, R. D. A Bayesian hierarchical model for the measurement of working memory capacity. Journal of Mathematical Psychology (in press).
    • Morey, R.D.1
  • 23
    • 0038172395 scopus 로고    scopus 로고
    • Tutorial on maximum likelihood estimation
    • Myung I.J. Tutorial on maximum likelihood estimation. Journal of Mathematical Psychology 2003, 47:90-100.
    • (2003) Journal of Mathematical Psychology , vol.47 , pp. 90-100
    • Myung, I.J.1
  • 25
    • 0000238336 scopus 로고
    • A simplex algorithm for function minimization
    • Nelder J.A., Mead R. A simplex algorithm for function minimization. Computer Journal 1965, 7:308-313.
    • (1965) Computer Journal , vol.7 , pp. 308-313
    • Nelder, J.A.1    Mead, R.2
  • 26
    • 0141473160 scopus 로고
    • Stochastic models of choice behaviour: response probabilities and latencies of finite Markov chain systems
    • Pike A.R. Stochastic models of choice behaviour: response probabilities and latencies of finite Markov chain systems. British Journal of Mathematical and Statistical Psychology 1966, 21:161-182.
    • (1966) British Journal of Mathematical and Statistical Psychology , vol.21 , pp. 161-182
    • Pike, A.R.1
  • 29
    • 79952814297 scopus 로고    scopus 로고
    • Hierarchical single- and dual-process models of recognition memory. Journal of Mathematical Psychology (in press).
    • Pratte, M., & Rouder, J. Hierarchical single- and dual-process models of recognition memory. Journal of Mathematical Psychology (in press).
    • Pratte, M.1    Rouder, J.2
  • 30
    • 58149404021 scopus 로고
    • A theory of memory retrieval
    • Ratcliff R. A theory of memory retrieval. Psychological Review 1978, 85:59-108.
    • (1978) Psychological Review , vol.85 , pp. 59-108
    • Ratcliff, R.1
  • 31
    • 0036618053 scopus 로고    scopus 로고
    • A diffusion model account of response time and accuracy in a brightness discrimination task: fitting real data and failing to fit fake but plausible data
    • Ratcliff R. A diffusion model account of response time and accuracy in a brightness discrimination task: fitting real data and failing to fit fake but plausible data. Psychonomic Bulletin & Review 2002, 9:278-291.
    • (2002) Psychonomic Bulletin & Review , vol.9 , pp. 278-291
    • Ratcliff, R.1
  • 32
  • 33
    • 0039052586 scopus 로고    scopus 로고
    • Modeling response times for two-choice decisions
    • Ratcliff R., Rouder J.N. Modeling response times for two-choice decisions. Psychological Science 1998, 9:347-356.
    • (1998) Psychological Science , vol.9 , pp. 347-356
    • Ratcliff, R.1    Rouder, J.N.2
  • 34
    • 1942507523 scopus 로고    scopus 로고
    • A comparison of sequential sampling models for two-choice reaction time
    • Ratcliff R., Smith P.L. A comparison of sequential sampling models for two-choice reaction time. Psychological Review 2004, 111:333-367.
    • (2004) Psychological Review , vol.111 , pp. 333-367
    • Ratcliff, R.1    Smith, P.L.2
  • 35
    • 2642527813 scopus 로고    scopus 로고
    • A diffusion model analysis of the effects of aging in the lexical-decision task
    • Ratcliff R., Thapar A., Gomez P., McKoon G. A diffusion model analysis of the effects of aging in the lexical-decision task. Psychology and Aging 2004, 19:278-289.
    • (2004) Psychology and Aging , vol.19 , pp. 278-289
    • Ratcliff, R.1    Thapar, A.2    Gomez, P.3    McKoon, G.4
  • 36
    • 33947674248 scopus 로고    scopus 로고
    • Application of the diffusion model to two-choice tasks for adults 75-90 years old
    • Ratcliff R., Thapar A., McKoon G. Application of the diffusion model to two-choice tasks for adults 75-90 years old. Psychology and Aging 2007, 22:56-66.
    • (2007) Psychology and Aging , vol.22 , pp. 56-66
    • Ratcliff, R.1    Thapar, A.2    McKoon, G.3
  • 37
    • 0036731339 scopus 로고    scopus 로고
    • Estimating parameters of the diffusion model: approaches to dealing with contaminant reaction times and parameter variability
    • Ratcliff R., Tuerlinckx F. Estimating parameters of the diffusion model: approaches to dealing with contaminant reaction times and parameter variability. Psychonomic Bulletin & Review 2002, 9:438-481.
    • (2002) Psychonomic Bulletin & Review , vol.9 , pp. 438-481
    • Ratcliff, R.1    Tuerlinckx, F.2
  • 38
    • 34548831927 scopus 로고    scopus 로고
    • Individual differences in components of reaction time distributions and their relations to working memory and intelligence
    • Schmiedek F., Oberauer K., Wilhelm O., Süß H.-M., Wittmann W.W. Individual differences in components of reaction time distributions and their relations to working memory and intelligence. Journal of Experimental Psychology: General 2007, 136:414-429.
    • (2007) Journal of Experimental Psychology: General , vol.136 , pp. 414-429
    • Schmiedek, F.1    Oberauer, K.2    Wilhelm, O.3    Süß, H.-M.4    Wittmann, W.W.5
  • 39
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • Schwarz G. Estimating the dimension of a model. Annals of Statistics 1978, 6:461-464.
    • (1978) Annals of Statistics , vol.6 , pp. 461-464
    • Schwarz, G.1
  • 40
    • 65349141848 scopus 로고    scopus 로고
    • An integrated theory of attention and decision making in visual signal detection
    • Smith P.L., Ratcliff R. An integrated theory of attention and decision making in visual signal detection. Psychological Review 2009, 116:283-317.
    • (2009) Psychological Review , vol.116 , pp. 283-317
    • Smith, P.L.1    Ratcliff, R.2
  • 43
    • 13844280304 scopus 로고    scopus 로고
    • The efficient computation of the cumulative distribution and probability density functions in the diffusion model
    • Tuerlinckx F. The efficient computation of the cumulative distribution and probability density functions in the diffusion model. Behavior Research Methods, Instruments, & Computers 2004, 36:702-716.
    • (2004) Behavior Research Methods, Instruments, & Computers , vol.36 , pp. 702-716
    • Tuerlinckx, F.1
  • 45
    • 85047685362 scopus 로고    scopus 로고
    • On the time course of perceptual choice: the leaky competing accumulator model
    • Usher M., McClelland J.L. On the time course of perceptual choice: the leaky competing accumulator model. Psychological Review 2001, 108:550-592.
    • (2001) Psychological Review , vol.108 , pp. 550-592
    • Usher, M.1    McClelland, J.L.2
  • 46
  • 48
    • 79952816998 scopus 로고    scopus 로고
    • in press. Hierarchical Bayesian diffusion models for two-choice response times. Psychological Methods.
    • Vandekerckhove, J., Tuerlinckx, F., & Lee, M. D. (in press). Hierarchical Bayesian diffusion models for two-choice response times. Psychological Methods.
    • Vandekerckhove, J.1    Tuerlinckx, F.2    Lee, M.D.3
  • 49
    • 0034279480 scopus 로고    scopus 로고
    • How to fit a response time distribution
    • Van Zandt T. How to fit a response time distribution. Psychonomic Bulletin & Review 2000, 7:424-465.
    • (2000) Psychonomic Bulletin & Review , vol.7 , pp. 424-465
    • Van Zandt, T.1
  • 50
    • 0034199407 scopus 로고    scopus 로고
    • A comparison of two response time models applied to perceptual matching
    • Van Zandt T., Colonius H., Proctor R.W. A comparison of two response time models applied to perceptual matching. Psychonomic Bulletin & Review 2000, 7:208-256.
    • (2000) Psychonomic Bulletin & Review , vol.7 , pp. 208-256
    • Van Zandt, T.1    Colonius, H.2    Proctor, R.W.3
  • 51
    • 14844317647 scopus 로고    scopus 로고
    • Interpreting the parameters of the diffusion model: an empirical validation
    • Voss A., Rothermund K., Voss J. Interpreting the parameters of the diffusion model: an empirical validation. Memory & Cognition 2004, 32:1206-1220.
    • (2004) Memory & Cognition , vol.32 , pp. 1206-1220
    • Voss, A.1    Rothermund, K.2    Voss, J.3
  • 52
    • 37349070716 scopus 로고    scopus 로고
    • Fast-dm: a free program for efficient diffusion model analysis
    • Voss A., Voss J. Fast-dm: a free program for efficient diffusion model analysis. Behavior Research Methods 2007, 39:767-775.
    • (2007) Behavior Research Methods , vol.39 , pp. 767-775
    • Voss, A.1    Voss, J.2
  • 54
    • 77649192250 scopus 로고    scopus 로고
    • Bayesian hypothesis testing for psychologists: a tutorial on the savage-dickey method
    • Wagenmakers E.-J., Lodewyckx T., Kuriyal H., Grasman R. Bayesian hypothesis testing for psychologists: a tutorial on the savage-dickey method. Cognitive Psychology 2010, 60:158-189.
    • (2010) Cognitive Psychology , vol.60 , pp. 158-189
    • Wagenmakers, E.-J.1    Lodewyckx, T.2    Kuriyal, H.3    Grasman, R.4
  • 56
    • 34548864456 scopus 로고    scopus 로고
    • Model selection: theoretical developments and applications [Special issue]
    • Wagenmakers E.-J., Waldorp L. Model selection: theoretical developments and applications [Special issue]. Journal of Mathematical Psychology 2006, 50(2).
    • (2006) Journal of Mathematical Psychology , vol.50 , Issue.2
    • Wagenmakers, E.-J.1    Waldorp, L.2
  • 57
    • 58049206792 scopus 로고    scopus 로고
    • Dysphoria and memory for emotional material: a diffusion model analysis
    • White C., Ratcliff R., Vasey M., McKoon G. Dysphoria and memory for emotional material: a diffusion model analysis. Cognition and Emotion 2009, 23:181-205.
    • (2009) Cognition and Emotion , vol.23 , pp. 181-205
    • White, C.1    Ratcliff, R.2    Vasey, M.3    McKoon, G.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.