Discover and read the best of Twitter Threads about #INLA

Most recents (3)

1/ Bayesian inference is a powerful statistical framework that allows us to estimate the probability distribution of parameters based on data and prior knowledge. And R has a variety of packages for implementing Bayesian analysis! #rstats #datascience #Bayesian
2/ First up, there's 'rstan', which provides R interfaces to the popular Stan modeling language. It includes a suite of powerful algorithms for Bayesian inference, including Markov Chain Monte Carlo (MCMC) sampling and Variational Bayes (VB). #rstats #stan
3/ Another popular R package for Bayesian analysis is 'JAGS', which stands for Just Another Gibbs Sampler. It's an alternative to Stan that uses a different MCMC algorithm, and can be easier to use for some types of models. #rstats #JAGS
Read 7 tweets
The language of quant crit is in its infancy but the practice has a long legacy dating back to Du Bois and Wells-Barnett.

Let's use #QuantCritSyllabus to feature studies that use critical quantitative methodologies and frameworks. I'll start.
#AcademicTwitter #SocAF #QuantCrit
The Racism-Race Reification Process: A Mesolevel Political Economic Framework for Understanding Racial Health Disparities by @aasewell

#QuantCritSyllabus #HealthDisparities #MortgageMarkets
#MergedDatabases #Multilevel #GeneralizedLinearModels

journals.sagepub.com/doi/abs/10.117…
Collateral Damage: The Health Effects of Invasive Police Encounters in New York City by @aasewell & Kevin Jefferson

#QuantCritSyllabus #Health #Policing
#NYC #CommunityHealthSurvey #StopQuestionandFrisk #MultilevelModels

link.springer.com/article/10.100…
Read 18 tweets
Volume 100 of @jstatsoft: Software for Bayesian Statistics

Guest editors: @micameletti & @precariobecario

20 contributions on a wide range of methods #rstats #python #bayesian #inla @mcmc_stan #nimble #brms #rjags

URL: jstatsoft.org/v100 Editorial for the special volume 100 in the Journal of Stati
Van Niekerk, Bakka, Rue, Schenk:

New Frontiers in Bayesian Modeling Using the INLA Package in R

#rstats #inla #bayesian

doi.org/10.18637/jss.v…
Michaud, De Valpine, Turek, Paciorek, Nguyen:

Sequential Monte Carlo Methods in the nimble and nimbleSMC R Packages

#rstats #bayesian #nimble

doi.org/10.18637/jss.v…
Read 21 tweets

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