List of works - Eric-Jan Wagenmakers

: An agony in five Fits

A Bayesian analysis of human decision-making on bandit problems

article

A Bayesian bird's eye view of 'Replications of important results in social psychology'.

scientific article published on 18 January 2017

A Bayesian framework for simultaneously modeling neural and behavioral data

scientific article

A Bayesian hierarchical diffusion model decomposition of performance in Approach-Avoidance Tasks

scientific article published on 9 December 2014

A Bayesian latent group analysis for detecting poor effort in the assessment of malingering

scientific article published on 27 April 2012

A Bayesian perspective on hypothesis testing: a comment on Killeen (2005).

scientific article published in July 2006

A Default Bayesian Hypothesis Test for ANOVA Designs

A Diffusion Model Account of Criterion Shifts in the Lexical Decision Task

scientific article published in January 2008

A Two-Stage Bayesian Sequential Assessment of Exploratory Hypotheses

scientific article published in 2022

A consensus-based transparency checklist ⬇️

scientific article published on 01 January 2020

A default Bayesian hypothesis test for correlations and partial correlations

scientific article

A default Bayesian hypothesis test for mediation

scientific article published in March 2015

A diffusion model account of age differences in posterror slowing

scientific article

A diffusion model decomposition of the effects of alcohol on perceptual decision making

scientific article published on 13 August 2011

A diffusion model decomposition of the practice effect

scientific article published on December 2009

A manifesto for reproducible science ⬇️

scientific article (publication date: 10 January 2017)

A model-averaging approach to replication: the case of p rep.

scientific article

A phase transition model for the speed-accuracy trade-off in response time experiments.

scientific article published on 8 November 2010

A power fallacy

scientific article published in October 2014

A practical solution to the pervasive problems of p values.

scientific article published in October 2007

A psychometric analysis of chess expertise

scientific article published in January 2005

A survey of model evaluation approaches with a tutorial on hierarchical bayesian methods

scientific article published in December 2008

A test of the diffusion model explanation for the worst performance rule using preregistration and blinding

scientific article published on 23 February 2017

A tutorial on Bayes Factor Design Analysis using an informed prior.

scientific article

A tutorial on Bayes factor estimation with the product space method

A tutorial on bridge sampling

scientific article published in December 2017

AIC model selection using Akaike weights

scientific article published on 01 February 2004

Abstract concepts require concrete models: why cognitive scientists have not yet embraced nonlinearly coupled, dynamical, self-organized critical, synergistic, scale-free, exquisitely context-sensitive, interaction-dominant, multifractal, interdepen

scientific article published on 24 October 2011

Action video games do not improve the speed of information processing in simple perceptual tasks.

scientific article published on 16 June 2014

Advantages masquerading as “issues” in Bayesian hypothesis testing: A commentary on Tendeiro and Kiers (2019).

scientific article published in 2022

An Agenda for Purely Confirmatory Research

scientific article

An EZ-diffusion model for response time and accuracy.

scientific article published in February 2007

An antidote to the imager's fallacy, or how to identify brain areas that are in limbo

scientific article published on 29 December 2014

An integrated perspective on the relation between response speed and intelligence

scientific article published in June 2011

An optimal adjustment procedure to minimize experiment time in decisions with multiple alternatives

scientific article published in April 2012

Analytic posteriors for Pearson's correlation coefficient

scientific article published on 5 July 2017

Author Correction: A consensus-based transparency checklist

scientific article published on 01 January 2020

Author Correction: Using Bayes factor hypothesis testing in neuroscience to establish evidence of absence

scientific article published on 06 October 2020

Bayes factor design analysis: Planning for compelling evidence

scientific article

Bayesian Evidence Synthesis Can Reconcile Seemingly Inconsistent Results: The Case of Hotel Towel Reuse

scientific article published on 08 June 2016

Bayesian analysis of factorial designs

scientific article

Bayesian benefits with JASP

Bayesian estimation of multinomial processing tree models with heterogeneity in participants and items.

scientific article published on 26 November 2013

Bayesian hypothesis testing for psychologists: a tutorial on the Savage-Dickey method.

scientific article published on 12 January 2010

Bayesian inference for psychology. Part I: Theoretical advantages and practical ramifications.

scientific article published on 04 August 2017

Bayesian inference for psychology. Part II: Example applications with JASP.

scientific article

Bayesian inference for the information gain model

scientific article

Bayesian inference using WBDev: a tutorial for social scientists.

scientific article published in August 2010

Bayesian mixture modeling of significant p values: A meta-analytic method to estimate the degree of contamination from H₀.

scientific article

Bayesian parametric estimation of stop-signal reaction time distributions

scientific article published on 19 November 2012

Bayesian reanalysis of null results reported in medicine: Strong yet variable evidence for the absence of treatment effects.

scientific article

Bayesian statistical inference in psychology: comment on Trafimow (2003).

scientific article published in July 2005

Bayesian tests to quantify the result of a replication attempt.

scientific article published on 26 May 2014

Bias in the brain: a diffusion model analysis of prior probability and potential payoff.

scientific article published in February 2012

Calibrated Bayes Factors Should Not Be Used: A Reply to Hoijtink, van Kooten, and Hulsker

scientific article published in January 2016

Comparing Analysis Blinding With Preregistration in the Many-Analysts Religion Project

scientific article published in January 2023

Comparison of decision learning models using the generalization criterion method.

scientific article published in December 2008

Context effects in multi-alternative decision making: empirical data and a Bayesian model

scientific article

Continued misinterpretation of confidence intervals: response to Miller and Ulrich

scientific article published on 30 November 2015

Correction to 'A Bayesian bird's eye view of 'Replications of important results in social psychology'

scientific article published on March 2017

Corrigendum to "A purely confirmatory replication study of structural brain-behavior correlations" [Cortex 66 (2015) 115-133].

scientific article published on 19 April 2017

Cortico-striatal connections predict control over speed and accuracy in perceptual decision making

scientific article

Crowdsourcing hypothesis tests: Making transparent how design choices shape research results

scientific article published on 16 January 2020

Data from 617 Healthy Participants Performing the Iowa Gambling Task: A “Many Labs” Collaboration

Data from a pre-publication independent replication initiative examining ten moral judgement effects

scientific article

Default "Gunel and Dickey" Bayes factors for contingency tables

scientific article

Detecting and avoiding likely false-positive findings - a practical guide

scientific article published on 23 November 2016

Diffusion versus linear ballistic accumulation: different models but the same conclusions about psychological processes?

scientific article published on February 2011

Discriminating evidence accumulation from urgency signals in speeded decision making

scientific article published on 22 April 2015

Discussion points for Bayesian inference

scientific article published on 27 January 2020

Do the dynamics of prior information depend on task context? An analysis of optimal performance and an empirical test

scientific article

Does the Name-Race Implicit Association Test Measure Racial Prejudice? ⬇️

scientific article published on January 1, 2011

EZ does it! Extensions of the EZ-diffusion model

scientific article published in December 2008

Early evidence affects later decisions: why evidence accumulation is required to explain response time data

scientific article

Enemies and friends in the neighborhood: orthographic similarity effects in semantic categorization

scientific article published on January 2005

Erroneous analyses of interactions in neuroscience: a problem of significance.

scientific article published on 26 August 2011

Estimating across-trial variability parameters of the Diffusion Decision Model: Expert advice and recommendations

article

Estimation and interpretation of 1/falpha noise in human cognition

scientific article published on August 2004

Evaluating the replicability of social science experiments in Nature and Science between 2010 and 2015

Fixed or Random? A Resolution Through Model Averaging: Reply to Carlsson, Schimmack, Williams, and Bürkner (2017).

scientific article published in September 2017

Harold Jeffreys’s default Bayes factor hypothesis tests: Explanation, extension, and application in psychology

scholarly article by Alexander Ly et al published June 2016 in Journal of Mathematical Psychology

Hidden multiplicity in exploratory multiway ANOVA: Prevalence and remedies

scientific article published on 15 September 2015

How to quantify support for and against the null hypothesis: a flexible WinBUGS implementation of a default Bayesian t test.

scientific article published in August 2009

How to quantify the evidence for the absence of a correlation

scientific article

Is There a Free Lunch in Inference?

scientific article published in July 2016

Long-term priming of neighbours biases the word recognition process: evidence from a lexical decision task.

scientific article published in December 2006

Meta-analyses are no substitute for registered replications: a skeptical perspective on religious priming

scientific article

Modeling across-trial variability in the Wald drift rate parameter

scientific article published on 18 September 2020

Naïve nonparametric bootstrap model weights are biased

scientific article

Nonword repetition in lexical decision: support for two opposing processes

scientific article published on October 2004

Nonword repetition priming in lexical decision reverses as a function of study task and speed stress

scientific article published on January 2004

Of monkeys and men: Impatience in perceptual decision-making

scientific article

On the ability to inhibit thought and action: general and special theories of an act of control

scientific article

On the automatic link between affect and tendencies to approach and avoid: Chen and Bargh (1999) revisited

scientific article

On the importance of avoiding shortcuts in applying cognitive models to hierarchical data

scientific article published on 01 August 2018

On the linear relation between the mean and the standard deviation of a response time distribution.

scientific article published in July 2007

Optimal decision making in neural inhibition models

scientific article

P(rep) misestimates the probability of replication

scientific article published in April 2009

Parsimonious Estimation of Signal Detection Models from Conﬁdence Ratings

Parsimonious estimation of signal detection models from confidence ratings

scientific article published on 01 October 2019

Performance of healthy participants on the Iowa Gambling Task

scientific article published on 17 September 2012

Piéron's Law and Optimal Behavior in Perceptual Decision-Making

scientific article published on 2 January 2012

Practical challenges and methodological flexibility in prior elicitation

scientific article published on 17 September 2020

Psychological interpretation of the ex-Gaussian and shifted Wald parameters: a diffusion model analysis

scientific article published on October 2009

Reciprocal relations between cognitive neuroscience and formal cognitive models: opposites attract?

scientific article

Redefine statistical significance

Reducing bias, increasing transparency and calibrating confidence with preregistration

Rejoinder: More Limitations of Bayesian Leave-One-Out Cross-Validation

Release the BEESTS: Bayesian Estimation of Ex-Gaussian STop-Signal reaction time distributions

scientific article published on 10 December 2013

Replication Bayes factors from evidence updating

scientific article published on 01 December 2019

Rewarding high-power replication research

scientific article published on 17 October 2013

Robust Bayesian meta‐analysis: Model‐averaging across complementary publication bias adjustment methods

scientific article published in 2022

Robust misinterpretation of confidence intervals

scientific article

Scientific rigor and the art of motorcycle maintenance

article

Sequential hypothesis testing with Bayes factors: Efficiently testing mean differences

scientific article published on 14 December 2015

Similarity and number of alternatives in the random-dot motion paradigm

scientific article published in May 2012

Statistical Evidence in Experimental Psychology: An Empirical Comparison Using 855 t Tests

scientific article

Striatum and pre-SMA facilitate decision-making under time pressure

scholarly article

Suicide risk and sexual orientation: a critical review

scientific article published on 26 February 2013

Surprise About Sensory Event Timing Drives Cortical Transients in the Beta Frequency Band

scientific article published on 20 July 2018

Surprise About Sensory Event Timing Drives Cortical Transients in the Beta Frequency Band

Task-related versus stimulus-specific practice

scientific article published in January 2011

Temporal expectation and information processing: a model-based analysis.

scientific article published on 24 December 2011

Testing adaptive toolbox models: a Bayesian hierarchical approach

scientific article published on 3 December 2012

Testing theories of post-error slowing

scientific article published on February 2012

The Creativity-Verification Cycle in Psychological Science: New Methods to Combat Old Idols.

scientific article published in July 2018

The JASP guidelines for conducting and reporting a Bayesian analysis

scientific article published on 09 October 2020

The Locus of the Accessory Stimulus Effect: A Diffusion Model Account

The Peer Reviewers' Openness Initiative: incentivizing open research practices through peer review ⬇️

scientific article

The computations that support simple decision-making: A comparison between the diffusion and urgency-gating models

scientific article published on 27 November 2017

The effects of accessory stimuli on information processing: evidence from electrophysiology and a diffusion model analysis

scientific article published in May 2009

The fallacy of placing confidence in confidence intervals

scientific article

The impact of MRI scanner environment on perceptual decision-making.

scientific article

The impact of emotion on perception: bias or enhanced processing?

scientific article published in April 2006

The neural basis of the speed-accuracy tradeoff

scientific article published on 08 October 2009

The neural substrate of prior information in perceptual decision making: a model-based analysis

scientific article

The optimality of sensory processing during the speed-accuracy tradeoff

scientific article

The pipeline project: Pre-publication independent replications of a single laboratory's research pipeline

scholarly article

The random effects prep continues to mispredict the probability of replication

The role of the noradrenergic system in the exploration-exploitation trade-off: a psychopharmacological study

scientific article

The speed and accuracy of perceptual decisions in a random-tone pitch task

scientific article

Theoretically meaningful models can answer clinically relevant questions

article published in 2019

Three Insights from a Bayesian Interpretation of the One-Sided P Value.

scientific article published on 5 October 2016

Time-varying boundaries for diffusion models of decision making and response time

scientific article published on 9 December 2014

Toward evidence-based medical statistics: a Bayesian analysis of double-blind placebo-controlled antidepressant trials in the treatment of anxiety disorders.

scientific article

Turning the hands of time again: a purely confirmatory replication study and a Bayesian analysis

scientific article

Using Bayes factor hypothesis testing in neuroscience to establish evidence of absence

scientific article published on 29 June 2020

Using Bayesian regression to test hypotheses about relationships between parameters and covariates in cognitive models

scientific article published on 25 August 2017

Validating the PVL-Delta model for the Iowa gambling task

scientific article published on 03 December 2013

What Are the Odds? Modern Relevance and Bayes Factor Solutions for MacAlister's Problem From the 1881 Educational Times

scientific article published on 06 October 2016

What’s in a Name: A Bayesian Hierarchical Analysis of the Name-Letter Effect

scientific article

Why hypothesis tests are essential for psychological science: a comment on Cumming (2014).

scientific article published on 6 March 2014

Why psychologists must change the way they analyze their data: the case of psi: comment on Bem (2011).

scientific article

List of works by Eric-Jan Wagenmakers

: An agony in five Fits

A Bayesian analysis of human decision-making on bandit problems

A Bayesian bird's eye view of 'Replications of important results in social psychology'.

A Bayesian framework for simultaneously modeling neural and behavioral data

A Bayesian hierarchical diffusion model decomposition of performance in Approach-Avoidance Tasks

A Bayesian latent group analysis for detecting poor effort in the assessment of malingering

A Bayesian perspective on hypothesis testing: a comment on Killeen (2005).

A Default Bayesian Hypothesis Test for ANOVA Designs

A Diffusion Model Account of Criterion Shifts in the Lexical Decision Task

A Two-Stage Bayesian Sequential Assessment of Exploratory Hypotheses

A consensus-based transparency checklist ⬇️

A default Bayesian hypothesis test for correlations and partial correlations

A default Bayesian hypothesis test for mediation

A diffusion model account of age differences in posterror slowing

A diffusion model decomposition of the effects of alcohol on perceptual decision making

A diffusion model decomposition of the practice effect

A manifesto for reproducible science ⬇️

A model-averaging approach to replication: the case of p rep.

A phase transition model for the speed-accuracy trade-off in response time experiments.

A power fallacy

A practical solution to the pervasive problems of p values.

A psychometric analysis of chess expertise

A survey of model evaluation approaches with a tutorial on hierarchical bayesian methods

A test of the diffusion model explanation for the worst performance rule using preregistration and blinding

A tutorial on Bayes Factor Design Analysis using an informed prior.

A tutorial on Bayes factor estimation with the product space method

A tutorial on bridge sampling

AIC model selection using Akaike weights

Abstract concepts require concrete models: why cognitive scientists have not yet embraced nonlinearly coupled, dynamical, self-organized critical, synergistic, scale-free, exquisitely context-sensitive, interaction-dominant, multifractal, interdepen

Action video games do not improve the speed of information processing in simple perceptual tasks.

Advantages masquerading as “issues” in Bayesian hypothesis testing: A commentary on Tendeiro and Kiers (2019).

An Agenda for Purely Confirmatory Research

An EZ-diffusion model for response time and accuracy.

An antidote to the imager's fallacy, or how to identify brain areas that are in limbo

An integrated perspective on the relation between response speed and intelligence

An optimal adjustment procedure to minimize experiment time in decisions with multiple alternatives

Analytic posteriors for Pearson's correlation coefficient

Author Correction: A consensus-based transparency checklist

Author Correction: Using Bayes factor hypothesis testing in neuroscience to establish evidence of absence

Bayes factor design analysis: Planning for compelling evidence

Bayesian Evidence Synthesis Can Reconcile Seemingly Inconsistent Results: The Case of Hotel Towel Reuse

Bayesian analysis of factorial designs

Bayesian benefits with JASP

Bayesian estimation of multinomial processing tree models with heterogeneity in participants and items.

Bayesian hypothesis testing for psychologists: a tutorial on the Savage-Dickey method.

Bayesian inference for psychology. Part I: Theoretical advantages and practical ramifications.

Bayesian inference for psychology. Part II: Example applications with JASP.

Bayesian inference for the information gain model

Bayesian inference using WBDev: a tutorial for social scientists.

Bayesian mixture modeling of significant p values: A meta-analytic method to estimate the degree of contamination from H₀.

Bayesian parametric estimation of stop-signal reaction time distributions

Bayesian reanalysis of null results reported in medicine: Strong yet variable evidence for the absence of treatment effects.

Bayesian statistical inference in psychology: comment on Trafimow (2003).

Bayesian tests to quantify the result of a replication attempt.

Bias in the brain: a diffusion model analysis of prior probability and potential payoff.

Calibrated Bayes Factors Should Not Be Used: A Reply to Hoijtink, van Kooten, and Hulsker

Comparing Analysis Blinding With Preregistration in the Many-Analysts Religion Project

Comparison of decision learning models using the generalization criterion method.

Context effects in multi-alternative decision making: empirical data and a Bayesian model

Continued misinterpretation of confidence intervals: response to Miller and Ulrich

Correction to 'A Bayesian bird's eye view of 'Replications of important results in social psychology'

Corrigendum to "A purely confirmatory replication study of structural brain-behavior correlations" [Cortex 66 (2015) 115-133].

Cortico-striatal connections predict control over speed and accuracy in perceptual decision making

Crowdsourcing hypothesis tests: Making transparent how design choices shape research results

Data from 617 Healthy Participants Performing the Iowa Gambling Task: A “Many Labs” Collaboration

Data from a pre-publication independent replication initiative examining ten moral judgement effects

Default "Gunel and Dickey" Bayes factors for contingency tables

Detecting and avoiding likely false-positive findings - a practical guide

Diffusion versus linear ballistic accumulation: different models but the same conclusions about psychological processes?

Discriminating evidence accumulation from urgency signals in speeded decision making

Discussion points for Bayesian inference

Do the dynamics of prior information depend on task context? An analysis of optimal performance and an empirical test

Does the Name-Race Implicit Association Test Measure Racial Prejudice? ⬇️

EZ does it! Extensions of the EZ-diffusion model

Early evidence affects later decisions: why evidence accumulation is required to explain response time data

Enemies and friends in the neighborhood: orthographic similarity effects in semantic categorization

Erroneous analyses of interactions in neuroscience: a problem of significance.

Estimating across-trial variability parameters of the Diffusion Decision Model: Expert advice and recommendations

Estimation and interpretation of 1/falpha noise in human cognition