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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
Peut-on mieux anticiper la dynamique hospitalière de #COVID19 à l’aide des données numériques de mobilité ?

Des travaux de Christian Selinger (@ird_fr) avec @samuel_alizon (@CNRS) et @choisy_marc (@OUCRU_Vietnam) sont publiés en août sur ce sujet.

ijidonline.com/article/S1201-…

1/N
Grâce à un partenariat avec l’opération @DataForGood_FR de @FacebookFR et l’@umontpellier, l'équipe a pu valider un modèle qui vise à expliquer les variations des nombres quotidiens d’admission et de décès à l'hôpital pour #COVID19.

dataforgood.fr

2/N
L’originalité de l’approche réside dans le modèle et les données utilisées.

@FacebookFR donne accès à des données de #colocalisation entre 2 personnes, plus appropriées pour une épidémie car reflètant un #contact (et non juste la position d'une personne).

3/N
Read 11 tweets
Just published the first chapter of my PhD on remote fossil site detection using satellite images & #unsupervisedlearning in @GorongosaPark with my supervisors @paleobob @carvalhoprimate

It is #openaccess at peerj.com/articles/11573/

@primobevolab @oxford_anthro @PeerJLife 1/n
The paper starts by exploring the spatial and temporal gaps of the #primate & #hominid fossil record of Africa in the late #Miocene. @GorongosaPark in #Mozambique is shown to be a strategic location, with great potential to fill some major gaps in #paleoanthropology 2/n
We also discuss the difficulties of surveying for new paleontological localities, specially within modern forests/woodlands as in #Gorongosa, since dense vegetation cover reduces visibility (i.e. finding clues in topography and landscape). 3/n
Read 8 tweets
D1 of #50daysofudacity
I finished up to Lesson 2.19
My notes can be found here for quick refernce
docs.google.com/document/u/1/d…
D2 of #50daysofUdacity
I finished up to Lesson 2.25
Also completed lab assignment for a linear regression model to predict the price of taxi in new york city
My notes can be found here for quick reference

docs.google.com/document/u/1/d…
D3 of #50daysofudacity
I finished Lesson 2
Also completed lab assignment for linear regression model to predict the price of taxi in new york city
My notes can be found here for quick reference
docs.google.com/document/u/1/d…
Read 53 tweets
148/x
Wearing a mask can help mitigate the super spreading phenomena:
149/x
We should also be on the lookout for asymptomatic cases, as they can significantly contribute in adding to infections, should they go unchecked; We need more testing in general, as well as of asymptomatics:
Read 167 tweets
Hello #dendrites friends! Check out our new paper, published at @NatureComms : "Challenging the point neuron dogma: FS basket cells as 2-stage neural networks. nature.com/articles/s4146…
Briefly, we predicted through #computational simulations that the #dendrites of #Fast_spiking #interneurons in #Hippocampal #CA3 and #PFC areas come in two #nonlinear flavors: Supralinear and sublinear!
This bimodal nonlinear behavior is determined by differences in the morphology (volume) of the dendritc branches. These differences can causally enable or prohibit the existence of #sodium_spikes. Interestingly, both types coexist in all model neurons tested!
Read 8 tweets

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