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% Encoding: UTF-8
@article{geweke2004getting,
title={Getting it right: Joint distribution tests of posterior simulators},
author={Geweke, John},
journal={Journal of the American Statistical Association},
volume={99},
number={467},
pages={799--804},
year={2004},
publisher={Taylor \& Francis}
}
@article{spiegelhalter2024probability,
title={Why probability probably doesn't exist (but it is useful to act like it does)},
author={Spiegelhalter, David J.},
journal={Nature},
volume={636},
number={8043},
pages={560--563},
year={2024}
}
@article{wagenmakers2012interpretation,
title={On the interpretation of removable interactions: A survey of the field 33 years after Loftus},
author={Wagenmakers, Eric-Jan and Krypotos, Angelos-Miltiadis and Criss, Amy H and Iverson, Geoffrey},
journal={Memory \& Cognition},
volume={40},
pages={145--160},
year={2012},
publisher={Springer}
}
@article{WuKaiserVasishth2017,
Author = {Fuyun Wu and Elsi Kaiser and Shravan Vasishth},
Journal = {Cognitive Science},
Title = {Effects of early cues on the processing of {C}hinese relative clauses:
{E}vidence for experience-based theories},
Year = {2017},
volume = {42},
pages = {1101-1133},
pdf = {http://www-bcf.usc.edu/~emkaiser/Wu_Kaiser_Vasishth-2017-Cognitive_Science.pdf},
code = {http://www.ling.uni-potsdam.de/~vasishth/code/WuKaiserVasishthCogSci2017.zip},
OPTdoi={10.1111/cogs.12551}}
@article{loftus1978interpretation,
title={On interpretation of interactions},
author={Loftus, Geoffrey R},
journal={Memory \& Cognition},
volume={6},
number={3},
pages={312--319},
year={1978},
publisher={Springer}
}
@article{rouder2012default,
title={Default {B}ayes factors for ANOVA designs},
author={Rouder, Jeffrey N and Morey, Richard D and Speckman, Paul L and Province, Jordan M},
journal={Journal of Mathematical Psychology},
volume={56},
number={5},
pages={356--374},
year={2012},
publisher={Elsevier}
}
@article{dablander2022puzzle,
title={A puzzle of proportions: Two popular {B}ayesian tests can yield dramatically different conclusions},
author={Dablander, Fabian and Huth, Karoline and Gronau, Quentin F. and Etz, Alexander and Wagenmakers, Eric-Jan},
journal={Statistics in Medicine},
volume={41},
number={8},
pages={1319--1333},
year={2022},
publisher={Wiley Online Library}
}
@article{lee2019robust,
title={Robust modeling in cognitive science},
author={Lee, Michael D and Criss, Amy H and Devezer, Berna and Donkin, Christopher and Etz, Alexander and Leite, F{\'a}bio P and Matzke, Dora and Rouder, Jeffrey N and Trueblood, Jennifer S and White, Corey N and others},
journal={Computational Brain \& Behavior},
volume={2},
pages={141--153},
year={2019},
publisher={Springer}
}
@article{sekulovskigood,
title={A Good Check on the Bayes Factor},
url={osf.io/preprints/psyarxiv/59gj8},
DOI={10.31234/osf.io/59gj8},
journal={PsyArXiv},
author={Sekulovski, Nikola and Marsman, Maarten and Wagenmakers, Eric-Jan},
year={2024},
month={Mar}
}
@article{schad2022data,
title={Data aggregation can lead to biased inferences in {B}ayesian linear mixed models and {B}ayesian analysis of variance},
author={Schad, Daniel J. and Nicenboim, Bruno and Vasishth, Shravan},
journal={Psychological Methods},
doi = {https://doi.org/10.1037/met0000621},
pdf = {arXiv:2203.02361},
year={2023}
}
@article{vstrumbelj2024past,
title={Past, Present and Future of Software for {B}ayesian Inference},
author={{\v{S}}trumbelj, Erik and Bouchard-C{\^o}t{\'e}, Alexandre and Corander, Jukka and Gelman, Andrew and Rue, H{\aa}vard and Murray, Lawrence and Pesonen, Henri and Plummer, Martin and Vehtari, Aki},
journal={Statistical Science},
volume={39},
number={1},
pages={46--61},
year={2024},
publisher={Institute of Mathematical Statistics}
}
@book{spivak,
title={Calculus},
author={M. Spivak},
year={2010},
publisher={Cambridge}
}
@book{adams2018calculus,
title={Calculus: {A} complete course},
author={Adams, Robert A. and Essex, Christopher},
year={2018},
publisher={Pearson}
}
@book{resnick2019probability,
title={A probability path},
author={Resnick, Sidney},
year={2019},
publisher={Springer}
}
@article{feldman2017true,
title={What are the “true” statistics of the environment?},
author={Feldman, Jacob},
journal={Cognitive Science},
volume={41},
number={7},
pages={1871--1903},
doi = {https://doi.org/10.1111/cogs.12444},
year={2017},
publisher={Wiley Online Library}
}
@article{jurafsky96,
Author = {Daniel Jurafsky},
Journal = {Cognition},
Pages = {137--194},
Title = {A Probabilistic Model of Lexical and Syntactic Access and Disambiguation},
Volume = {20},
doi = {https://doi.org/10.1207/s15516709cog2002_1},
Year = {1996}}
@phdthesis{frazier79,
Address = {Amherst},
Author = {Frazier, Lyn},
School = {University of Massachusetts},
Title = {On Comprehending Sentences: {S}yntactic Parsing Strategies},
Year = 1979}
@article{box1964analysis,
title={An analysis of transformations},
author={Box, George E.P. and Cox, David R.},
journal={Journal of the Royal Statistical Society. Series B (Methodological)},
pages={211--252},
year={1964},
publisher={JSTOR}
}
@article{szollosi2019preregistration,
title={Is Preregistration Worthwhile?},
author={Szollosi, Aba and Kellen, David and Navarro, Danielle J. and Shiffrin, Richard M and van Rooij, Iris and Van Zandt, Trisha and Donkin, Christopher},
journal={Trends in Cognitive Sciences},
volume={24},
number={2},
pages={94--95},
year={2020},
publisher={Elsevier}
}
@article{VasishthEtAlTiCS2019,
title={Computational models of retrieval processes in sentence processing},
author={Shravan Vasishth and Bruno Nicenboim and Felix Engelmann and Frank Burchert},
journal = {Trends in Cognitive Sciences},
year = {2019},
volume = {23},
OPTissue = {11},
pages = {968--982},
pdf = {https://psyarxiv.com/e4jds},
code = {https://osf.io/qtvxj/},
doi = {https://doi.org/10.1016/j.tics.2019.09.003}
}
@book{VasishthEngelmann2022,
title={Sentence Comprehension as a Cognitive Process: {A} Computational Approach},
author={Vasishth, Shravan and Engelmann, Felix},
isbn={9781107133112},
code = {https://vasishth.github.io/RetrievalModels/},
url={https://books.google.de/books?id=6KZKzgEACAAJ},
year={2022},
publisher={Cambridge University Press},
address = {Cambridge, UK}
}
@article{JaegerMertzenVanDykeVasishth2019,
Author = {J\"ager, Lena A. and Mertzen, Daniela and Van Dyke, Julie A. and Vasishth, Shravan},
Title = {Interference patterns in subject-verb agreement and reflexives revisited: {A} large-sample study},
Year = {2020},
volume = {111},
journal = {Journal of Memory and Language},
code = {https://osf.io/reavs/},
doi = {https://doi.org/10.1016/j.jml.2019.104063}
}
@article{stoneNOL2021,
title={Understanding the effects of constraint and predictability in {ERP}},
journal = {Neurobiology of Language},
year = {2023},
code = {https://osf.io/fndk5/},
DOI = {10.1162/nol_a_00094},
author={Kate Stone and Bruno Nicenboim and Shravan Vasishth and Frank Roesler}
}
@article{VasishthMertzenJaegerGelman2018,
Author = {Vasishth, Shravan and Mertzen, Daniela and J{\"a}ger, Lena A. and Gelman, Andrew},
journal = {Journal of Memory and Language},
url = {https://osf.io/eyphj/},
doi = {https://doi.org/10.1016/j.jml.2018.07.004},
Title = {The statistical significance filter leads to overoptimistic expectations of replicability},
Year = {2018},
volume = {103},
pages = {151-175}
}
@article{lindgren2015bayesian,
title={Bayesian spatial modelling with {R-INLA}},
author={Lindgren, Finn and Rue, H{\aa}vard},
journal={Journal of Statistical Software},
volume={63},
number={1},
pages={1--25},
doi = { 10.18637/jss.v063.i19},
year={2015}
}
@article{van2021bayes,
title={Bayes factors for mixed models},
author={{van~Doorn}, Johnny and Aust, Frederik and Haaf, Julia M. and Stefan, Angelika and Wagenmakers, Eric-Jan},
year={2021},
doi = {https://doi.org/10.1007/s42113-021-00113-2},
journal={Computational Brain and Behavior}
}
@article{kruschke2018bayesian,
title={The {B}ayesian New Statistics: {H}ypothesis testing, estimation, meta-analysis, and power analysis from a {B}ayesian perspective},
author={Kruschke, John K. and Liddell, Torrin M.},
journal={Psychonomic Bulletin \& Review},
volume={25},
number={1},
pages={178--206},
doi = {https://doi.org/10.3758/s13423-016-1221-4},
year={2018},
publisher={Springer}
}
@article{nosek2019preregistration,
title={Preregistration is hard, and worthwhile},
author={Nosek, Brian A. and Beck, Emorie D and Campbell, Lorne and Flake, Jessica K and Hardwicke, Tom E and Mellor, David T and van’t Veer, Anna E and Vazire, Simine},
journal={Trends in Cognitive Sciences},
volume={23},
number={10},
pages={815--818},
year={2019},
publisher={Elsevier}
}
@article{lee2020application,
title={An application of multinomial processing tree models and {B}ayesian methods to understanding memory impairment},
author={Lee, Michael D and Bock, Jason R. and Cushman, Isaiah and Shankle, William R.},
journal={Journal of Mathematical Psychology},
volume={95},
pages={102328},
year={2020},
doi = {https://doi.org/10.1016/j.jmp.2020.102328},
publisher={Elsevier}
}
@book{fieller,
Address = {Boca Raton, FL},
Author = {Nick Fieller},
Publisher = {CRC Press},
Title = {Basics of matrix algebra for statistics with {R}},
Year = {2016}}
@article{carney2010power,
title={Power posing: {B}rief nonverbal displays affect neuroendocrine levels and risk tolerance},
author={Carney, Dana R. and Cuddy, Amy J.C. and Yap, Andy J.},
journal={Psychological Science},
volume={21},
number={10},
pages={1363--1368},
year={2010},
publisher={Sage Publications Sage},
address = {Los Angeles, CA}
}
@misc{FossePowerPose,
author = {Fosse, Nathan E.},
publisher = {Harvard Dataverse},
title = {{Replication Data for "Power Posing: Brief Nonverbal Displays Affect Neuroendocrine Levels and Risk Tolerance" by Carney, Cuddy, Yap (2010)}},
UNF = {UNF:6:5wXH4UJhgg+HYYIFeAP4aQ==},
year = {2016},
version = {V3},
doi = {10.7910/DVN/FMEGS6},
url = {https://doi.org/10.7910/DVN/FMEGS6}
}
@article{smith2010beta,
title={Beta-{MPT}: {M}ultinomial processing tree models for addressing individual differences},
author={Smith, Jared B. and Batchelder, William H.},
journal={Journal of Mathematical Psychology},
volume={54},
number={1},
pages={167--183},
year={2010},
publisher={Elsevier}
}
@book{mahajan2010street,
title={Street-fighting mathematics: {T}he art of educated guessing and opportunistic problem solving},
author={Mahajan, Sanjoy},
year={2010},
publisher={The MIT Press},
address = {Cambridge, MA}
}
@book{mahajan2014art,
title={The art of insight in science and engineering: mastering complexity},
author={Mahajan, Sanjoy},
year={2014},
publisher={The MIT Press},
address = {Cambridge, MA}
}
@incollection{box1979robustness,
Author = {Box, George E.P.},
Booktitle = {Robustness in statistics},
Date-Added = {2020-02-03 19:20:46 +0100},
Date-Modified = {2020-02-03 19:23:56 +0100},
Pages = {201--236},
Publisher = {Elsevier},
Title = {Robustness in the strategy of scientific model building},
Year = {1979}}
@Manual{designr,
title = {designr: Balanced Factorial Designs},
author = {Maximilian M. Rabe and Reinhold Kliegl and Daniel J. Schad},
year = {2021},
note = {R package version 0.1.11},
url = {https://maxrabe.com/designr},
}
@Manual{rethinking,
title = {rethinking: Statistical Rethinking book package},
author = {Richard McElreath},
year = {2020},
note = {R package version 2.13},
}
@Manual{extraDistr,
title = {extraDistr: Additional Univariate and Multivariate Distributions},
author = {Tymoteusz Wolodzko},
year = {2020},
note = {R package version 1.9.1},
url = {https://CRAN.R-project.org/package=extraDistr},
}
@article{schad2020toward,
title={Toward a principled {Bayesian} workflow in cognitive science},
author={Schad, Daniel J. and Betancourt, Michael J. and Vasishth, Shravan},
journal={Psychological Methods},
year={2020},
publisher={American Psychological Association},
Volume = {26},
Number = {1},
doi = {https://doi.org/10.1037/met0000275},
Pages = {103--126}
}
@article{schad2019towardarXiv,
doi = {10.48550/ARXIV.1904.12765},
url = {https://arxiv.org/abs/1904.12765},
Journal = {arXiv preprint},
author = {Schad, Daniel J. and Betancourt, Michael J. and Vasishth, Shravan},
keywords = {Methodology (stat.ME), FOS: Computer and information sciences, FOS: Computer and information sciences},
title = {Toward a principled {Bayesian} workflow in cognitive science},
publisher = {arXiv},
year = {2019},
copyright = {Creative Commons Attribution 4.0 International}
}
@book{baguley2012serious,
title={Serious stats: {A} guide to advanced statistics for the behavioral sciences},
author={Baguley, Thomas},
year={2012},
publisher={Macmillan International Higher Education}
}
@manual{RCoreTeam:2016aa,
Address = {Vienna, Austria},
Author = {{R Core Team}},
Date-Added = {2018-12-20 16:53:38 +0100},
Date-Modified = {2018-12-20 16:54:31 +0100},
Organization = {R Foundation for Statistical Computing},
Title = {R: A Language and Environment for Statistical Computing},
Year = {2016}
}
@article{Gabry:2017aa,
Author = {Gabry, Jonah and Simpson, Daniel P. and Vehtari, Aki and Betancourt, Michael J. and Gelman, Andrew},
title = {Visualization in {Bayesian} Workflow},
journal = {Journal of the Royal Statistical Society Series A: Statistics in Society},
volume = {182},
number = {2},
pages = {389-402},
year = {2019},
issn = {0964-1998},
doi = {10.1111/rssa.12378},
url = {https://doi.org/10.1111/rssa.12378}
}
@misc{Betancourt:2018aa,
Author = {Betancourt, Michael J.},
Month = {October},
Title = {Towards A Principled {B}ayesian Workflow},
howpublished = {\url{https://betanalpha.github.io/assets/case_studies/principled_bayesian_workflow.html}},
Year = {2018},
note = {Accessed: 2024-02-08}
}
@article{gelman2017prior,
Author = {Gelman, Andrew and Simpson, Daniel P. and Betancourt, Michael J.},
Date-Added = {2020-02-19 20:28:35 +0100},
Date-Modified = {2020-02-19 20:29:59 +0100},
Journal = {Entropy},
Number = {10},
Pages = {555},
Title = {The prior can often only be understood in the context of the likelihood},
Volume = {19},
Year = {2017}
}
@book{lee2012bayesian,
title={Bayesian statistics: {A}n introduction},
author={Lee, Peter M},
year={2012},
publisher={John Wiley \& Sons}
}
@article{ly2019replication,
title={Replication Bayes factors from evidence updating},
author={Ly, Alexander and Etz, Alexander and Marsman, Maarten and Wagenmakers, Eric-Jan},
journal={Behavior Research Methods},
volume={51},
pages={2498--2508},
year={2019},
publisher={Springer}
}
@book{Good:1950aa,
Author = {Good, I. J.},
Date-Added = {2018-12-12 11:53:08 +0100},
Date-Modified = {2018-12-12 11:54:45 +0100},
Publisher = {New York: Hafners},
Title = {Probability and the weighing of evidence},
Year = {1950}
}
@article{ratcliff2000diffusion,
Author = {Ratcliff, Roger and Rouder, Jeffrey N},
Date-Added = {2020-01-16 17:25:19 +0100},
Date-Modified = {2020-01-16 17:26:24 +0100},
Journal = {Journal of Experimental Psychology: Human Perception and Performance},
Number = {1},
Pages = {127},
Title = {A diffusion model account of masking in two-choice letter identification.},
Volume = {26},
Year = {2000}
}
@article{Spiegelhalter:2014aa,
Author = {Spiegelhalter, David J. and Best, Nichola G. and Carlin, Bradley P., and Linde, Angelika},
Date-Added = {2019-01-22 19:47:28 +0100},
Date-Modified = {2019-02-07 13:39:34 +0100},
Journal = {Journal of the Royal Statistical Society: Series B (Statistical Methodology)},
Number = {3},
Pages = {485--493},
Title = {The {Deviance Information Criterion}: 12 years on},
Volume = {76},
Year = {2014}
}
@book{danlevy,
title={Maxims for Thinking Analytically: {T}he Wisdom of Legendary {H}arvard {Professor Richard Zeckhauser}},
author={Dan Levy},
year={2021},
publisher={Dan Levy}
}
@book{tetlock,
title={Superforecasting: {T}he Art and Science of Prediction},
author={Philip Tetlock and Dan Gardner},
year={2015},
publisher={Crown Publishers}
}
@book{gamerman,
title={{Markov chain Monte Carlo: Stochastic simulation for Bayesian inference}},
author={Gamerman, Dani and Lopes, Hedibert F.},
year={2006},
publisher={CRC Press}
}
@incollection{robert202250,
title={50 shades of {Bayesian} testing of hypotheses},
editor = {Arni S.R. {Srinivasa Rao} and G. Alastair Young and C.R. Rao},
series = {Handbook of Statistics},
publisher = {Elsevier},
volume = {47},
pages = {103-120},
year = {2022},
booktitle = {Advancements in Bayesian Methods and Implementation},
issn = {0169-7161},
doi = {https://doi.org/10.1016/bs.host.2022.06.003},
url = {https://www.sciencedirect.com/science/article/pii/S0169716122000177},
author = {Christian P. Robert},
keywords = {Bayesian model selection, BIC, DIC, Hypothesis testing, Improper priors, Information criterion, Mixtures, Monte Carlo, Posterior predictive, Prior specification, WAIC},
abstract = {Hypothesis testing and model choice are quintessential questions for statistical inference and while the Bayesian paradigm seems ideally suited for answering these questions, it faces difficulties of its own ranging from prior modeling to calibration, to numerical implementation. This chapter reviews these difficulties, from a subjective and personal perspective.}
}
@book{bernardosmith,
title={Bayesian theory},
author={Bernardo, Jos{\'e} M. and Smith, Adrian F.M.},
volume={405},
year={2009},
publisher={John Wiley \& Sons}
}
@article{VasishthGelman2021,
title={How to embrace variation and accept uncertainty in linguistic and psycholinguistic data analysis},
author={Shravan Vasishth and Andrew Gelman},
year = {2021},
doi = {10.1515/ling-2019-0051},
volume = {59},
issue = {5},
pages = {1311-1342},
pdf = {https://psyarxiv.com/zcf8s/},
code = {https://osf.io/ykbzh/},
journal = {Linguistics}
}
@misc{kendall2004,
title={Kendall's Advanced Theory of Statistics, Vol. 2B: {Bayesian} Inference},
author={O'Hagan, Anthony and Forster, Jonathan J.},
year={2004},
edition = {Second},
publisher={Wiley}
}
@article{kass1989investigating,
title={Investigating therapies of potentially great benefit: {ECMO}: {C}omment: {A} {B}ayesian perspective},
author={Kass, Robert E. and Greenhouse, Joel B.},
journal={Statistical Science},
volume={4},
number={4},
pages={310--317},
doi = {https://www.jstor.org/stable/2245831},
year={1989},
publisher={JSTOR}
}
@article{gibson2013need,
title={The need for quantitative methods in syntax and semantics research},
author={Gibson, Edward and Fedorenko, Evelina},
journal={Language and Cognitive Processes},
volume={28},
number={1-2},
pages={88--124},
year={2013},
publisher={Taylor \& Francis}
}
@article{gibson2005reading,
author = {Gibson, Edward and Desmet, Timothy and Grodner, Daniel and Watson, Duane and Ko, Kara},
journal = {Cognitive Linguistics},
title = {Reading relative clauses in English},
year = {2005},
issn = {1613-3641},
month = jul,
number = {2},
pages = {313--353},
volume = {16},
creationdate = {2025-01-12T23:08:01},
doi = {10.1515/cogl.2005.16.2.313},
modificationdate = {2025-01-12T23:08:01},
publisher = {Walter de Gruyter GmbH},
}
@article{fedorenko2006nature,
title={The nature of working memory capacity in sentence comprehension: {E}vidence against domain-specific working memory resources},
author={Fedorenko, Evelina and Gibson, Edward and Rohde, Douglas},
journal={Journal of Memory and Language},
volume={54},
number={4},
pages={541--553},
doi = {https://doi.org/10.1016/j.jml.2005.12.006},
year={2006},
publisher={Elsevier}
}
@article{rayner1998emr,
Author = {Rayner, K.},
Journal = {Psychological Bulletin},
Number = {3},
Pages = {372--422},
Title = {{Eye movements in reading and information processing: 20 years of research}},
Volume = {124},
doi = {https://doi.org/10.1037/0033-2909.124.3.372},
Year = {1998}}
@article{von1988fermi,
title={How {F}ermi would have fixed it},
author={Von Baeyer, Hans Christian},
journal={The Sciences},
volume={28},
number={5},
pages={2--4},
year={1988},
doi = {https://doi.org/10.1002/j.2326-1951.1988.tb03037.x},
publisher={Blackwell Publishing Ltd Oxford, UK}
}
@article{laird1982random,
title={Random-effects models for longitudinal data},
author={Laird, Nan M. and Ware, James H.},
journal={Biometrics},
pages={963--974},
year={1982},
doi = {https://doi.org/10.2307/2529876},
publisher={JSTOR}
}
@book{rosenthal2000contrasts,
title={Contrasts and effect sizes in behavioral research: {A} correlational approach},
author={Rosenthal, Robert and Rosnow, Ralph L. and Rubin, Donald B.},
year={2000},
publisher={Cambridge University Press}
}
@article{Gentle,
title={Matrix algebra: {T}heory, Computations, and Applications in Statistics},
author={Gentle, James E},
journal={Springer Texts in Statistics},
volume={10},
year={2007},
publisher={Springer},
address = {New York, NY}
}
@article{shiffrin2008survey,
Author = {Shiffrin, Richard M and Lee, Michael D and Kim, Woojae and Wagenmakers, Eric-Jan},
Date-Added = {2020-01-15 21:01:09 +0100},
Date-Modified = {2020-02-04 21:17:09 +0100},
Journal = {Cognitive Science},
Number = {8},
Pages = {1248--1284},
Title = {A survey of model evaluation approaches with a tutorial on hierarchical {B}ayesian methods},
Volume = {32},
Year = {2008}
}
@article{Paape:2017aa,
Author = {Paape, Dario and Nicenboim, Bruno and Vasishth, Shravan},
Date-Added = {2019-01-23 14:32:52 +0100},
Date-Modified = {2019-01-23 14:33:25 +0100},
Journal = {Glossa: {A} journal of general linguistics},
Number = {1},
Title = {Does antecedent complexity affect ellipsis processing? An empirical investigation},
Volume = {2},
Year = {2017}
}
@article{Lewandowski:2009aa,
Author = {Lewandowski, Daniel and Kurowicka, Dorota and Joe, Harry},
Date-Added = {2018-12-17 18:39:26 +0100},
Date-Modified = {2018-12-17 18:40:26 +0100},
Journal = {Journal of Multivariate Analysis},
Number = {9},
Pages = {1989--2001},
Title = {Generating random correlation matrices based on vines and extended onion method},
Volume = {100},
Year = {2009}
}
@article{fisher2022fundamental,
title={Fundamental tools for developing likelihood functions within {ACT-R}},
author={Fisher, Christopher R. and Houpt, Joseph W. and Gunzelmann, Glenn},
journal={Journal of Mathematical Psychology},
volume={107},
pages={102636},
doi = {https://doi.org/10.1016/j.jmp.2021.102636},
year={2022},
publisher={Elsevier}
}
@article{wang2002simulation,
title={A simulation-based approach to {B}ayesian sample size determination for performance under a given model and for separating models},
author={Wang, Fei and Gelfand, Alan E.},
journal={Statistical Science},
pages={193--208},
year={2002},
doi = {http://www.jstor.org/stable/3182824},
publisher={JSTOR}
}
@article{SampleSizeCBB2021,
title={Sample size determination for {B}ayesian hierarchical models commonly used in psycholinguistics},
author={Shravan Vasishth and Himanshu Yadav and Daniel J. Schad and Bruno Nicenboim},
year = {2022},
code = {https://osf.io/hjgrm/},
pdf = {https://psyarxiv.com/u8yvc},
journal = {Computational Brain and Behavior},
doi = {https://doi.org/10.1007/s42113-021-00125-y}
}
@book{parmigiani2009decision,
title={Decision theory: Principles and approaches},
author={Parmigiani, Giovanni and Inoue, Lurdes},
year={2009},
publisher={John Wiley \& Sons}
}
@article{VasishthetalPLoSOne2013,
Author = {Vasishth, Shravan and Chen, Zhong and Li, Qiang and Guo, Gueilan},
Code = {http://www.ling.uni-potsdam.de/~vasishth/code/PLoSOneVasishthetaldata.zip},
Date-Modified = {2019-02-06 16:20:44 +0100},
Journal = {PLoS ONE},
Month = {10},
Number = {10},
Pages = {1--14},
Publisher = {Public Library of Science},
Title = {Processing {C}hinese relative clauses: {E}vidence for the subject-relative advantage},
Volume = {8},
Year = {2013},
doi = {https://doi.org/10.1371/journal.pone.0077006}
}
@article{VBLD07,
Author = {Shravan Vasishth and Sven Bruessow and Richard L. Lewis and Heiner Drenhaus},
Date-Modified = {2009-08-21 11:25:25 +0200},
Journal = {Cognitive Science},
Number = {4},
Title = {Processing Polarity: {H}ow the ungrammatical intrudes on the grammatical},
abstract = {A central question in online human sentence comprehension is: how are linguistic
relations established between different parts of a sentence? Previous work has shown that
this dependency resolution process can be computationally expensive, but the underlying
reasons for this are still unclear. We argue that dependency resolution is mediated by
cue-based retrieval, constrained by independently motivated working memory principles
defined in a cognitive architecture (ACT-R). To demonstrate this, we investigate an
unusual instance of dependency resolution, the processing of negative and positive
polarity items, and confirm a surprising prediction of the cue-based retrieval model:
partial cue-matches, which constitute a kind of similarity-based interference, can give
rise to the intrusion of ungrammatical retrieval candidates, leading to both processing
slow-downs and even errors of judgment that take the form of illusions of grammaticality
in patently ungrammatical structures. A notable achievement is that good quantitative
fits are achieved without adjusting the key model parameters.},
pdf = {http://www.ling.uni-potsdam.de/~vasishth/pdfs/Vasishth-Bruessow-Lewis-Drenhaus-CogSci2008.pdf},
Volume = {32},
issue = {4},
Year = {2008},
pages = {685--712},
doi = {https://doi.org/10.1080/03640210802066865},
code = {https://github.com/vasishth/ProcessingPolarity}
}
@article{SafaviEtAlFrontiers2016,
Author = {Molood Sadat Safavi and Samar Husain and Shravan Vasishth},
journal = {Frontiers in Psychology},
Title = {Dependency resolution difficulty increases with distance in {P}ersian separable complex predicates: Implications for expectation and memory-based accounts},
OPTnote = {Special Issue on Encoding and Navigating Linguistic Representations in Memory},
pdf = {http://journal.frontiersin.org/article/10.3389/fpsyg.2016.00403/full},
doi = {10.3389/fpsyg.2016.00403},
code={https://github.com/vasishth/SafaviEtAl2016},
year = {2016},
volume = {7},
issue = {403},
OPTdoi = {10.3389/fpsyg.2016.00403},
abstract = {Delaying the appearance of a verb in a noun-verb dependency tends to increase processing difficulty at the verb; one explanation for this locality effect is decay and/or interference of the noun in working memory. Surprisal, an expectation-based account, predicts that delaying the appearance of a verb either renders it no more predictable or more predictable, leading respectively to a prediction of no effect of distance or a facilitation. Recently, Husain et al (2014) suggested that when the exact identity of the upcoming verb is predictable (strong predictability), increasing argument-verb distance leads to facilitation effects, which is consistent with surprisal; but when the exact identity of the upcoming verb is not predictable (weak predictability), locality effects are seen. We investigated Husain et al.'s proposal using Persian complex predicates (CPs), which consist of a non-verbal element---a noun in the current study---and a verb. In CPs, once the noun has been read, the exact identity of the verb is highly predictable (strong predictability); this was confirmed using a sentence completion study. In two self-paced reading (SPR) and two eye-tracking (ET) experiments, we delayed the appearance of the verb by interposing a relative clause (Expt. 1 and 3) or a long PP (Expt. 2 and 4).
We also included a simple Noun-Verb predicate configuration with the same distance manipulation; here, the exact identity of the verb was not predictable (weak predictability). Thus, the design crossed Predictability Strength and Distance. We found that, consistent with surprisal, the verb in the strong predictability conditions was read faster than in the weak predictability conditions. Furthermore, greater verb-argument distance led to slower reading times; strong predictability did not neutralize or attenuate the locality effects. As regards the effect of distance on dependency resolution difficulty, these four experiments present evidence in favor of working memory accounts of argument-verb dependency resolution, and against the surprisal-based expectation account of Levy (2008). However, another expectation-based measure, entropy, which was computed using the offline sentence completion data, predicts reading times in Experiment 1. We suggest that forgetting due to memory overload leads to greater entropy at the verb.}
}
@book{venablesripley,
Address = {New York},
Annote = {Terse and tight-lipped. Assumes that you know a lot. It has a brief but excellent section on lme.},
Author = {William N. Venables and Brian D. Ripley},
Publisher = {Springer},
Title = {Modern Applied Statistics with {S-PLUS}},
Year = {2002}}
@book{kmenta1971elements,
Author = {Kmenta, Jan},
Date-Added = {2020-01-13 11:30:37 +0100},
Date-Modified = {2020-01-13 11:31:59 +0100},
Publisher = {New York: Macmillan; London: Collier Macmillan},
Title = {Elements of econometrics},
Year = {1971}
}
@article{link2012thinning,
Author = {Link, William A and Eaton, Mitchell J},
Date-Added = {2020-01-13 18:36:43 +0100},
Date-Modified = {2020-02-04 21:13:42 +0100},
Journal = {Methods in Ecology and Evolution},
Number = {1},
Pages = {112--115},
Title = {On thinning of chains in {MCMC}},
Volume = {3},
Year = {2012}
}
@article{ly2016harold,
Author = {Ly, Alexander and Verhagen, Josine and Wagenmakers, Eric-Jan},
Date-Added = {2020-02-04 22:00:06 +0100},
Date-Modified = {2020-02-04 22:01:48 +0100},
Journal = {Journal of Mathematical Psychology},
Pages = {19--32},
Title = {Harold {J}effreys's default {B}ayes factor hypothesis tests: Explanation, extension, and application in psychology},
Volume = {72},
Year = {2016}
}
@article{mulder2016editors,
Author = {Mulder, Joris and Wagenmakers, Eric-Jan},
Date-Added = {2020-01-19 17:39:41 +0100},
Date-Modified = {2020-02-04 21:14:56 +0100},
Journal = {Journal of Mathematical Psychology},
Pages = {1--5},
Title = {Editors' introduction to the special issue ``{B}ayes factors for testing hypotheses in psychological research: Practical relevance and new developments''},
Volume = {72},
Year = {2016}
}
@article{vandekerckhove2018bayesian,
Author = {Vandekerckhove, Joachim and Rouder, Jeffrey N and Kruschke, John K.},
Date-Added = {2020-01-19 18:41:49 +0100},
Date-Modified = {2020-01-19 18:51:34 +0100},
Journal = {Psychonomic Bulletin \& Review},
Number = {1},
Pages = {1--4},
Title = {Bayesian methods for advancing psychological science},
Volume = {25},
Year = {2018}
}
@book{lindley2013understanding,
title={Understanding uncertainty},
author={Lindley, Dennis V},
year={2013},
publisher={John Wiley \& Sons}
}
@book{lindley1991,
title={Making decisions},
author={Lindley, Dennis V},
edition = {Second},
year={1991},
publisher={John Wiley \& Sons}
}
@article{lindley1957statistical,
Author = {Lindley, Dennis V},
Date-Added = {2020-01-16 22:25:44 +0100},
Date-Modified = {2020-01-16 22:26:20 +0100},
Journal = {Biometrika},
Number = {1/2},
Pages = {187--192},
Title = {A statistical paradox},
Volume = {44},
Year = {1957}
}
@article{gelman2020bayesian,
title={Bayesian workflow},
author={Gelman, Andrew and Vehtari, Aki and Simpson, Daniel P. and Margossian, Charles C. and Carpenter, Bob and Yao, Yuling and Kennedy, Lauren and Gabry, Jonah and B{\"u}rkner, Paul-Christian and Modr{\'a}k, Martin},
journal={arXiv preprint arXiv:2011.01808},
year={2020}
}
@Article{stantargets,
title = {The stantargets {R} package: a workflow framework for efficient reproducible {S}tan-powered {B}ayesian data analysis pipelines},
author = {William Michael Landau},
journal = {Journal of Open Source Software},
year = {2021},
volume = {6},
number = {60},
pages = {3193},
url = {https://doi.org/10.21105/joss.03193},
}
@article{wilson2017good,
title={Good enough practices in scientific computing},
author={Wilson, Greg and Bryan, Jennifer and Cranston, Karen and Kitzes, Justin and Nederbragt, Lex and Teal, Tracy K.},
journal={PLoS computational biology},
volume={13},
number={6},
pages={e1005510},
year={2017},
publisher={Public Library of Science San Francisco, CA USA}
}
@phdthesis{dillon2011structured,
title={Structured access in sentence comprehension},
author={Dillon, Brian W.},
school ={University of Maryland},
year={2011}
}
@incollection{phillips2011grammatical,
title={Grammatical illusions and selective fallibility in real-time language comprehension},
author={Phillips, Colin and Wagers, Matthew W. and Lau, Ellen F.},
booktitle={Experiments at the Interfaces},
volume={37},
pages={147--180},
year={2011},
publisher={Emerald Bingley, UK}
}
@article{Dillon-EtAl-2013,
title={Contrasting intrusion profiles for agreement and anaphora: {E}xperimental and modeling evidence},
author={Dillon, Brian W. and Mishler, Alan and Sloggett, Shayne and Phillips, Colin},
journal={Journal of Memory and Language},
volume={69},
number={2},
doi = {https://doi.org/10.1016/j.jml.2013.04.003},
pages={85--103},
year={2013},
publisher={Elsevier}
}
@book{bishop2006pattern,