Benjamin T. Vincent

2021-Leicester-seminar. Code for a seminar talk at University of Leicester, UK

delay-discounting-analysis. Hierarchical Bayesian estimation and hypothesis testing for delay discounting tasks

tidydraws. A tidybayes-inspired data layer for declarative Bayesian visualisation in Python.

darc_toolbox. Run adaptive decision making experiments

bayesian2afc. Vincent, B. T. (2015) A tutorial on Bayesian models of Perception, Journal of Mathematical Psychology.

darc-experiments-matlab. Run delayed and risky choice (DARC) experiments using Bayesian Adaptive Design

pydata-global-2022. Notebooks supporting my PyData Global 2022 talk

PY52007-guest-lectures. Teaching material for guest lectures on PY52007

discounting-visualizer. Interactive R/Shiny app to understand and visualize discounting behaviour

fill_between. A Matlab function to fill selected areas in plots

drbenvincent.

spline-regression. Jupyter Notebook

pymc3-demo-code. Random PyMC3 demos

github-sync-matlab. Download or update a user-provided list of github repositories

learning-pymc. Code I am using to learn PyMC

mcmc-utils-matlab. a set of handy utilities and plotting functions for dealing with MCMC in Matlab

jasp_discounting. Bayesian scoring of delay discounting data in JASP, using JAGS

pydata-global-2024. Notebooks supporting my PyData Global 2024 talk

BayesCovertAttention. Vincent, B. T. (2015) Bayesian accounts of covert selective attention: a tutorial review

Xu-GonzalezVallejo-Vincent. Data and code supporting Xu, Gonzalez-Vallejo, & Vincent (submitted)

middle-class. Jupyter Notebook

Veillard-Vincent. Data and code for a paper by Veillard & Vincent (in preparation)

skrynka-vincent. Data and code for Skrynka & Vincent (2019)

SIRD-model-markov-chain. Simple example of SIR model without calculus

MatlabStan. Matlab interface to Stan, a package for Bayesian inference

darc-analysis-python. Python

kwargify. simple lightweight workaround to get keyword arguments (kwargs) in Matlab

misc. Miscellaneous code

bayesian2afc-julia. Vincent, B. T. (2015) A tutorial on Bayesian models of Perception, Journal of Mathematical Psychology.

causal-inference. learning about causal inference

vincent-discounting-bmi-whtr. Data and analysis code for a research paper

mixtape-causalpy. Translation of the code/analysis in The Mixtape book to use CausalPy