What to believe: Bayesian methods for data analysis

Bayesian Data Analysis

Gelman, A., Carlin, J. B., Stern, H. S., & Rubin, D. B. (2003) · doi:10.1201/9780429258480 · Cited by 27,276

Generalized Linear Models

(2005) · Springer eBooks · doi:10.1007/0-387-27255-0_9 · Cited by 20,333

Generalized Linear Models

McCullagh, P., & Nelder, J. A. (1989) · doi:10.1007/978-1-4899-3242-6 · Cited by 16,836

Generalized Linear Models

Nelder, J. A., & Wedderburn, R. W. M. (1972) · Journal of the Royal Statistical Society Series A (General) · doi:10.2307/2344614 · Cited by 7,703

Prior distributions for variance parameters in hierarchical models (comment on article by Browne and Draper)

Gelman, A. (2006) · Bayesian Analysis · doi:10.1214/06-ba117a · Cited by 4,050

Bayesian Data Analysis, 2nd edn

Brix, A. (2005) · Journal of the Royal Statistical Society Series A (Statistics in Society) · doi:10.1111/j.1467-985x.2004.00347_4.x · Cited by 2,588

A practical solution to the pervasive problems ofp values

Wagenmakers, E.-J. (2007) · Psychonomic Bulletin & Review · doi:10.3758/bf03194105 · Cited by 2,490

The Adaptive Character of Thought

Massaro, D. W., Friedman, D., & Anderson, J. R. (1991) · The American Journal of Psychology · doi:10.2307/1423253 · Cited by 2,174

Bayesian statistical inference for psychological research.

Edwards, W., Lindman, H., & Savage, L. J. (1963) · Psychological Review · doi:10.1037/h0044139 · Cited by 1,734

Prior distributions for variance parameters in hierarchical modelsPreprint

Gelman, A. (2004) · RePEc: Research Papers in Economics · Cited by 1,558

Spontaneous attribution of false beliefs in adults examined using a signal detection approach

Tian, Y., Fleming, S. M., & Hamilton, A. F. D. C. (2019) · Quarterly Journal of Experimental Psychology · doi:10.1177/1747021819884677

Further Inference on Categorical Data -- A Bayesian ApproachPreprint

Pal, S., Heumann, C., & Subbiah, M. (2020) · arXiv (Cornell University) · doi:10.48550/arxiv.2002.06439

Heteroptera ecology, biodiversity and conservation

Perdomo, L. M. (2013) · Dialnet (Universidad de la Rioja)

Noise thresholds in harmonic series maskers

Labuschagne, I. B., & Ciocca, V. (2021) · The Journal of the Acoustical Society of America · doi:10.1121/10.0004130

Neural correlates of multisensory decision making in humans

Sousa, G. D. (2021) · Enlighten: Theses (The University of Glasgow) · doi:10.5525/gla.thesis.82474

Short-term Memory Retrievals and Expectation in On-line Sentence Comprehension: The Effects of Recent Linguistic Context.

Bartek, B. (2011) · Deep Blue (University of Michigan)

No evidence for embodiment: The motor system is not needed to keep action words in working memoryPreprint

Montero‐Melis, G., van Paridon, J., Ostarek, M., & Bylund, E. (2021) · Cortex; a journal devoted to the study of the nervous system and behavior · doi:10.31234/osf.io/6kmjv

We predict a riot: inequality, relative deprivation and collective destruction in the lab (Dezecache, Allen, von Zimmermann & Richardson, in press)Preprint

Dezecache, G., Allen, J. M., von Zimmermann, J., & Richardson, D. C. (2021) · doi:10.31234/osf.io/btrn7

Works Cited

Monaghan, G., Peebles, C., Marshall, C., van der Plicht, J., Ramsey, C., McCormac, G., & Healy, F. (2013) · Midcontinental Journal of Archaeology · doi:10.1179/mca.2013.013

Words in the CLOUD: How orthographic similarity and bilingual experience facilitate foreign vocabulary learningPreprint

Aguasvivas, J., Testolin, A., Zorzi, M., & Carreiras, M. (2021) · PsyArXiv (OSF Preprints) · doi:10.31234/osf.io/8tx7p

Bayesian evaluation of behavior change interventions: A brief introduction and a practical examplePreprint

Heino, M. T. J., Vuorre, M., & Hankonen, N. E. (2017) · PsyArXiv (OSF Preprints) · doi:10.31234/osf.io/xmgwv · Cited by 1

Związek wysiłku fizycznego z odraczaniem wypłat finansowychPreprint

Białek, M. (2018) · PsyArXiv (OSF Preprints) · doi:10.31234/osf.io/9gcdf

Hierarchical Bayesian Models of Subtask LearningPreprint

Anglim, J., & Wynton, S. K. A. (2017) · PsyArXiv (OSF Preprints) · doi:10.31234/osf.io/3a73q

Bulletproof Bias? Considering the Type of Data in Common Proportion of Variance Effect SizesPreprint

Buchanan, E. M., & Scofield, J. E. (2017) · doi:10.31219/osf.io/cs4vy

Comparing Groups: Statistical Tests

Schwarz, J. S., Chapman, C., & Feit, E. M. (2020) · Springer eBooks · doi:10.1007/978-3-030-49720-0_6

The epistemic value of p-valuesPreprint

Kovic, M. (2017) · doi:10.31235/osf.io/g6jtx

Pattern‐setting for improving risky decision‐making

Arfer, K. B. (2022) · Journal of the Experimental Analysis of Behavior · doi:10.1002/jeab.816

Bayesian Alternatives

Janczyk, M., & Pfister, R. (2023) · Springer eBooks · doi:10.1007/978-3-662-66786-6_12

Assessing green manure impact on wheat productivity through Bayesian analysis of yield monitor data

Gamulin, N., Zorić, M., Karagić, Đ., & Terzić, S. (2024) · Frontiers in Plant Science · doi:10.3389/fpls.2024.1323124

الفرضية المعلوماتية مقابل الفرضية الصفرية الإحصائية: دراسة الإحصاء الكلاسيكي مقابل الإحصاء البايزى

محمد, م. إ. م. (2024) · Al-Maǧallaẗ Al-Tarbawiyyaẗ Al-Šāmlaẗ · doi:10.21608/ejc.2024.348261

عدد إبريل 2024م كامل

(2024) · Al-Maǧallaẗ Al-Tarbawiyyaẗ Al-Šāmlaẗ · doi:10.21608/ejc.2024.348256

Inferring the allometric growth coefficient of juvenile African mud catfish, Clarias gariepinus (Burchell, 1822), using Bayesian and Frequentist regression models

Oluwale, F. V. (2024) · Zoologist (The) · doi:10.4314/tzool.v23i1.1

Computational Phenotyping of Treatment-Resistant Depression prior to Electroconvulsive TherapyPreprint

Jones, R. E., Sands, L. P., Trattner, J. D., Jiang, A., Johnson, C. K., Farkas, E. B., Gligorovic, P. V., Douglas, H. E., Ramos, R., & Kishida, K. T. (2024) · medRxiv · doi:10.1101/2024.10.02.24314360

Guide to comparing sample and population proportions with CPS data, both classically and Bayesianly

Heiss, A. (2025) · doi:10.59350/8ws3f-1fd56

Supplemental Material for Modeling Police Officers’ Deadly Force Decisions in an Immersive Shooting Simulator

(2025) · Journal of Experimental Psychology Applied · doi:10.1037/xap0000542.supp

Language-specific phonetic realisation of stop voicing contrasts in English and Japanese synthesised speech

Tanner, J., Shinohara, Y., & Chiu, F. (2025) · JASA Express Letters · doi:10.1121/10.0039066

Multi-Stage Decision Optimization for Electronics Assembly using Statistical and Simulation Methods

Liu, J., Zhang, C., Long, A., & Aihemaiti, A. (2025) · International Conference on Modeling, Natural Language Processing and Machine Learning (CMNM) · doi:10.1145/3757110.3757137

Commentary/Jones & Love: Bayesian Fundamentalism or Enlightenment?

Holyoaka, K. J., & Lua, H. (2011)

Maximum Likelihood and Bayesian Estimation in Cross-Domain Latent Growth Curve Modeling: The Impact of Reliability, Sample Size, and Missing Data

Rafiee, P., Pauley, E., & Yang, M. (2026) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705511.2025.2597293

Effort and substance use: differentiating tobacco use through reinforcement learning of effort based decision making

Spry, K. P., James, J., Oliveto, A. H., Mancino, M. J., Kishida, K. T., & Addicott, M. A. (2026) · Journal of Computational Neuroscience · doi:10.1007/s10827-026-00953-6

Les mécanismes de l'évolution culturelle cumulative

Derex, M. (2013) · doi:10.70675/cff70020zcf7az4771z8e3fz996292e2b244

Influence des informations sensorimotrices sur les représentations de l'espace : approche située et incarnée de la mémoire spatiale

Lhuillier, S. (2019) · theses.fr (ABES) · doi:10.70675/64bc4e54z0da1z4315z9a41zaf6a45f95567

The experience of spectators of digital interactions : Benefits of visual augmentations and the role of attributed agency in electronic music performances

Capra, O. (2020) · theses.fr (ABES) · doi:10.70675/ab102fcbz59bez4219zb08bzc81213bac0fe

Advancing Statistical Inference: A Comprehensive Exploration of Curriculum Development, Teacher Seminars, and Teacher Perceptions in Hungarian Secondary Schools

Fejes-Tóth, P., Borovcnik, M., & Vancsó, Ö. (2026) · Canadian Journal of Science Mathematics and Technology Education · doi:10.1007/s42330-026-00477-2

Machine learning approaches for optimizing bioprinting processes: A comprehensive review

Jaya, S. V., Chekkaramkodi, D., & Butt, H. (2026) · Next Materials · doi:10.1016/j.nxmate.2026.103245 · Cited by 1

Building a backdrop of meaning in magnitude as part of research workflow

Higgs, M. D. (2026) · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · doi:10.1098/rsta.2024.0603

Linking Maternal Problematic Smartphone Use to Maternal Hostility and Warmth Toward Children: A Daily Diary Study of Chinese Families

Li, X.-M., Lam, C., Lam, C.-S., & Chung, K. (2026) · Family Process · doi:10.1111/famp.70185

Economic uncertainty, asset prices and bank credit growth: a Bayesian analysis

Le, D. K. (2026) · Studies in Economics and Finance · doi:10.1108/sef-02-2026-0124

Visual Search for Events with Dynamic Optical Information

Zhang, H., Fang, J., Feng, X., Shu, L., & Pan, J. S. (2026) · Ecological Psychology · doi:10.1080/10407413.2026.2713457

Can’t see the forest for the trees? Statistical considerations for disease macroecology

Filion, A., & Doherty, J. (2026) · Journal of Helminthology · doi:10.1017/s0022149x26101874

Determinants of pigeonpea adoption among smallholder farmers across three agro-ecological zones in Uganda

Kyobutungi, A., Obala, J., Whitney, C., Oluoch, W. A., & Tabuti, J. R. S. (2026) · Heliyon · doi:10.1016/j.heliyon.2026.e45470

Effects of temperature, irradiance and varying light spectral qualities on photochemical efficiency of the edible red alga, Gloiopeltis frutex (Endocladiaceae) from Kagoshima Prefecture, Japan

Rance, G. M., Nishihara, G. N., Suzuki, M., & Terada, R. (2026) · Journal of Applied Phycology · doi:10.1007/s10811-026-04019-z

An entire issue of Trends in Cognitive Sciences was

Kruschke, J. K. (2012)

Bayesian data analysis

Kruschke, J. K. (2010) · Wiley Interdisciplinary Reviews Cognitive Science · doi:10.1002/wcs.72 · Cited by 343

Overview Bayesian data analysis

Kruschke, J. K. (2012)

Behavioural Analysis, Bayesian

Gershman, S. J. (2022) · Encyclopedia of Computational Neuroscience · doi:10.1007/978-1-0716-1006-0_446

A tutorial on a practical Bayesian alternative to null-hypothesis significance testing

Masson, M. E. J. (2011) · Behavior Research Methods · doi:10.3758/s13428-010-0049-5 · Cited by 752