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Volumn 25, Issue 1, 2018, Pages 77-101

Bayesian inference for psychology, part III: Parameter estimation in nonstandard models

Author keywords

Bayesian estimation; Bayesian inference; JAGS; Stan; WinBUGS

Indexed keywords

BAYES THEOREM; HUMAN; PSYCHOLOGY; SOFTWARE; STATISTICAL MODEL;

EID: 85033559806     PISSN: 10699384     EISSN: 15315320     Source Type: Journal    
DOI: 10.3758/s13423-017-1394-5     Document Type: Article
Times cited : (16)

References (45)
  • 1
    • 0000693421 scopus 로고
    • Separation of storage and retrieval factors in free recall of clusterable pairs
    • Batchelder, W. H., & Riefer, D. M. (1980). Separation of storage and retrieval factors in free recall of clusterable pairs. Psychological Review, 87, 375–397.
    • (1980) Psychological Review , vol.87 , pp. 375-397
    • Batchelder, W.H.1    Riefer, D.M.2
  • 2
    • 52749091564 scopus 로고    scopus 로고
    • The simplest complete model of choice reaction time: Linear ballistic accumulation
    • Brown, S. D., & Heathcote, A. J. (2008). The simplest complete model of choice reaction time: Linear ballistic accumulation. Cognitive Psychology, 57, 153–178.
    • (2008) Cognitive Psychology , vol.57 , pp. 153-178
    • Brown, S.D.1    Heathcote, A.J.2
  • 4
    • 59049101673 scopus 로고    scopus 로고
    • Bayesian and maximum likelihood estimation of hierarchical response time models
    • Farrell, S., & Ludwig, C. J. H. (2008). Bayesian and maximum likelihood estimation of hierarchical response time models. Psychonomic Bulletin & Review, 15, 1209–1217.
    • (2008) Psychonomic Bulletin & Review , vol.15 , pp. 1209-1217
    • Farrell, S.1    Ludwig, C.J.H.2
  • 6
    • 0033249409 scopus 로고    scopus 로고
    • Evaluating and using statistical methods in the social sciences
    • Gelman, A., & Rubin, D. B. (1999). Evaluating and using statistical methods in the social sciences. Sociological Methods & Research, 27, 403–410.
    • (1999) Sociological Methods & Research , vol.27 , pp. 403-410
    • Gelman, A.1    Rubin, D.B.2
  • 12
    • 79551627798 scopus 로고    scopus 로고
    • How cognitive modeling can benefit from hierarchical Bayesian models
    • Lee, M. D. (2011). How cognitive modeling can benefit from hierarchical Bayesian models. Journal of Mathematical Psychology, 55, 1–7.
    • (2011) Journal of Mathematical Psychology , vol.55 , pp. 1-7
    • Lee, M.D.1
  • 16
    • 38949194927 scopus 로고    scopus 로고
    • WinBUGS development interface (WBDev)
    • Lunn, D. J. (2003). WinBUGS development interface (WBDev). ISBA Bulletin, 10, 10–11.
    • (2003) ISBA Bulletin , vol.10 , pp. 10-11
    • Lunn, D.J.1
  • 18
    • 70449411807 scopus 로고    scopus 로고
    • The BUGS project: Evolution, critique and future directions
    • Lunn, D. J., Spiegelhalter, D., Thomas, A., & Best, N. (2009). The BUGS project: Evolution, critique and future directions. Statistics in Medicine, 28, 3049–3067.
    • (2009) Statistics in Medicine , vol.28 , pp. 3049-3067
    • Lunn, D.J.1    Spiegelhalter, D.2    Thomas, A.3    Best, N.4
  • 19
    • 0006407254 scopus 로고    scopus 로고
    • WinBUGS—a Bayesian modelling framework: Concepts, structure, and extensibility
    • Lunn, D. J., Thomas, A., & Best, N. (2000). WinBUGS—a Bayesian modelling framework: Concepts, structure, and extensibility. Statistics and Computing, 10, 325–337.
    • (2000) Statistics and Computing , vol.10 , pp. 325-337
    • Lunn, D.J.1    Thomas, A.2    Best, N.3
  • 20
    • 84887891715 scopus 로고    scopus 로고
    • Bayesian estimation of multinomial processing tree models with heterogeneity in participants and items
    • Matzke, D., Dolan, C. V., Batchelder, W. H., & Wagenmakers, E.-J. (2015). Bayesian estimation of multinomial processing tree models with heterogeneity in participants and items. Psychometrika, 80, 205–235.
    • (2015) Psychometrika , vol.80 , pp. 205-235
    • Matzke, D.1    Dolan, C.V.2    Batchelder, W.H.3    Wagenmakers, E.-J.4
  • 22
    • 72449132133 scopus 로고    scopus 로고
    • Psychological interpretation of the ex-Gaussian and shifted Wald parameters: A diffusion model analysis
    • Matzke, D., & Wagenmakers, E.-J. (2009). Psychological interpretation of the ex-Gaussian and shifted Wald parameters: A diffusion model analysis. Psychonomic Bulletin & Review, 16, 798–817.
    • (2009) Psychonomic Bulletin & Review , vol.16 , pp. 798-817
    • Matzke, D.1    Wagenmakers, E.-J.2
  • 26
    • 0003187012 scopus 로고
    • Multinomial modeling and the measurement of cognitive processes
    • Riefer, D. M., & Batchelder, W. H. (1988). Multinomial modeling and the measurement of cognitive processes. Psychological Review, 95, 318–399.
    • (1988) Psychological Review , vol.95 , pp. 318-399
    • Riefer, D.M.1    Batchelder, W.H.2
  • 27
    • 31044444107 scopus 로고    scopus 로고
    • An introduction to Bayesian hierarchical models with an application in the theory of signal detection
    • Rouder, J. N., & Lu, J. (2005). An introduction to Bayesian hierarchical models with an application in the theory of signal detection. Psychonomic Bulletin & Review, 12, 573–604.
    • (2005) Psychonomic Bulletin & Review , vol.12 , pp. 573-604
    • Rouder, J.N.1    Lu, J.2
  • 30
    • 84930573580 scopus 로고    scopus 로고
    • The lognormal race: A cognitive-process model of choice and latency with desirable psychometric properties
    • Rouder, J. N., Province, J. M., Morey, R. D., Gomez, P., & Heathcote, A. (2015). The lognormal race: A cognitive-process model of choice and latency with desirable psychometric properties. Psychometrika, 80, 491–513.
    • (2015) Psychometrika , vol.80 , pp. 491-513
    • Rouder, J.N.1    Province, J.M.2    Morey, R.D.3    Gomez, P.4    Heathcote, A.5
  • 33
    • 85044100750 scopus 로고    scopus 로고
    • Stan modeling language: User’s guide and reference manual
    • Stan Development Team
    • Stan Development Team (2015). Stan modeling language: User’s guide and reference manual. version 2.7.0 [Computer software manual]. Retrieved from https://github.com/stan-dev/stan/releases/download/v2.7.0/stan-reference-2.7.0.pdf
    • (2015) version 2.7.0 [Computer software manual]. Retrieved from
  • 36
    • 84885406698 scopus 로고    scopus 로고
    • Retrieved from, Gnu parallel - the command–line power tool. ;login
    • Tange, O. (2011). Gnu parallel - the command–line power tool. ;login: The USENIX Magazine, 36(1), 42–47. Retrieved from http://www.gnu.org/s/parallel
    • (2011) The USENIX Magazine , vol.36 , Issue.1 , pp. 42-47
    • Tange, O.1
  • 37
    • 84883829687 scopus 로고    scopus 로고
    • A method for efficiently sampling from distributions with correlated dimensions
    • Turner, B. M., Sederberg, P. B., Brown, S. D., & Steyvers, M. (2013). A method for efficiently sampling from distributions with correlated dimensions. Psychological Methods, 18, 368–384.
    • (2013) Psychological Methods , vol.18 , pp. 368-384
    • Turner, B.M.1    Sederberg, P.B.2    Brown, S.D.3    Steyvers, M.4
  • 40
    • 79952586139 scopus 로고    scopus 로고
    • Hierarchical diffusion models for two-choice response times
    • Retrieved from
    • Vandekerckhove, J., Tuerlinckx, F., & Lee, M. D. (2011). Hierarchical diffusion models for two-choice response times. Psychological Methods, 16, 44–62. Retrieved from http://p.cidlab.com/vandekerckhove2011hierarchical.pdf
    • (2011) Psychological Methods , vol.16 , pp. 44-62
    • Vandekerckhove, J.1    Tuerlinckx, F.2    Lee, M.D.3
  • 42
    • 38249035342 scopus 로고
    • A Misleading postevent information: Testing parameterized models of integration in memory
    • Wagenaar, W. A., & Boer, J. P. (1987). A Misleading postevent information: Testing parameterized models of integration in memory. Acta Psychologica, 66, 291–306.
    • (1987) Acta Psychologica , vol.66 , pp. 291-306
    • Wagenaar, W.A.1    Boer, J.P.2
  • 43
    • 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. (2010). Bayesian hypothesis testing for psychologists: A tutorial on the Savage–Dickey method. Cognitive Psychology, 60, 158–189.
    • (2010) Cognitive Psychology , vol.60 , pp. 158-189
    • Wagenmakers, E.-J.1    Lodewyckx, T.2    Kuriyal, H.3    Grasman, R.4
  • 44
    • 77957721469 scopus 로고    scopus 로고
    • Bayesian inference using WBDev: A tutorial for social scientists
    • Wetzels, R., Lee, M. D., & Wagenmakers, E.-J. (2010). Bayesian inference using WBDev: A tutorial for social scientists. Behavior Research Methods, 42, 884–897.
    • (2010) Behavior Research Methods , vol.42 , pp. 884-897
    • Wetzels, R.1    Lee, M.D.2    Wagenmakers, E.-J.3
  • 45
    • 74849098212 scopus 로고    scopus 로고
    • How to quantify support for and against the null hypothesis: A flexible WinBUGS implementation of a default Bayesian t test
    • Wetzels, R., Raaijmakers, J. G. W., Jakab, E., & Wagenmakers, E. -J (2009). How to quantify support for and against the null hypothesis: A flexible WinBUGS implementation of a default Bayesian t test. Psychonomic Bulletin & Review, 16, 752–760.
    • (2009) Psychonomic Bulletin & Review , vol.16 , pp. 752-760
    • Wetzels, R.1    Raaijmakers, J.G.W.2    Jakab, E.3    Wagenmakers, E.-J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.