Bayesian Theory
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11mon 3d ago by lemmy.ca/u/pglpm in bayes@mander.xyz from pglpm.github.io

Interested in trying out Bayesian nonparametrics for your statistical research?

I'd be very grateful if people tried out this R package for Bayesian nonparametric population inference, called inferno :

https://pglpm.github.io/inferno/

It is especially addressed to clinical and medical researchers, and allows for thorough statistical studies of subpopulations or subgroups.

Installation instructions are here.

A step-by-step tutorial, guiding you through an example analysis of a simple dataset, is here.

The package has already been tested and used in concrete research about Alzheimer's Disease, Parkinson's Disease, drug discovery, and applications to machine learning.

Feedback is very welcome. If you find the package useful, feel free to advertise it a little :)

Why I love Bayesian statistics for developmental research, by Barbara W. Sarnecka

1y 22d ago by lemmy.ca/u/pglpm in bayes@mander.xyz from www.apadivisions.org
502

Is the reproducibility crisis reproducible?

2y 5mon ago by mander.xyz/u/fossilesque in bayes@mander.xyz from www.argmin.net
603

(Bayesian) Foundations of data science

2y 5mon ago by lemmy.ca/u/pglpm in bayes@mander.xyz from pglpm.github.io
1004

What You Should Know About Linear Markov Chains

2y 5mon ago by mander.xyz/u/fossilesque in bayes@mander.xyz from win-vector.com
825

Bayesians moving from defense to offense: Use the information from all those thousands of medical trials that came before

2y 5mon ago by mander.xyz/u/fossilesque in bayes@mander.xyz from statmodeling.stat.columbia.edu
1006

Bayes in the age of intelligent machines

2y 6mon ago by mander.xyz/u/fossilesque in bayes@mander.xyz from arxiv.org
367

GPU-accelerated Gibbs sampling

2y 10mon ago by lemmy.sdf.org/u/pglpm in bayes@mander.xyz from doi.org
508

Bayesian Learning

2y 11mon ago by mander.xyz/u/fossilesque in bayes@mander.xyz from ermongroup.github.io
109

"Everything that Works Works Because it's Bayesian"

2y 11mon ago by lemmy.ca/u/pglpm in bayes@mander.xyz from www.inference.vc
1010

Three non-probability books with good introductions to Bayesian probability theory

2y 11mon ago by lemmy.ca/u/pglpm in bayes@mander.xyz from lemmy.ca
1011