The avatar for @mattiasvillani
Mattias Villani
Professor of Statistics at Stockholm University
Public
Edited
Jul 28, 2024
Fork of Identification of the mean in an AR(1) process
•
1 fork
Bayesian Learning
Bernoulli distributionMaximum likelihood - Bernoulli dataBayes' theorem for eventsBayesian inference for Bernoulli iid dataMaximum likelihood for iid Poisson dataBayesian inference for iid Poisson countsBayesian inference for Exponential iid dataScaled inverse chi2 distributionBayesian inference for multinomial dataBayesian inference for Gaussian iid data with known varianceBayesian credible intervalsAutoregressive processes - simulation and priorsPrior predictive - iid Poisson model with Gamma priorMultivariate normal distributionBayesian linear regressionCentral limit theoremLaw of Large NumbersRandom Walk MetropolisHamiltonian Markov Chain Monte CarloLeapfrog IntegratorHMC sampling from multi-modal distributionsPosterior approximation - Beta model for proportionsDistributions on the unit simplexMaximum likelihood - Poisson regressionSecond derivative measures the curvature of a functionBayesian inference for Gaussian iid dataKullback-Leibler divergence - continuous distributionsConfidence interval for a proportionCoverage of interval estimates for a proportionApproximating the Binomial distribution
Sampling distribution and likelihood function - Normal model
Sampling distribution and likelihood function - Bernoulli modelBayesian hypothesis test for a mean in a normal populationDistribution of the maximum - a tale of tailsCompound-Gamma distribution
Also listed in…
Basic Statistics
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
jstat = require('jstat')
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
xbar = settings.xbar
Insert cell
xbarlimits = [mu - 4*sigma/Math.sqrt(n),mu + 4*sigma/Math.sqrt(n)]
Insert cell
mulimits = [-10,10]
Insert cell
Insert cell
sampDist = sampDistObject[0]
Insert cell
sampDistMax = sampDistObject[1]
Insert cell

Purpose-built for displays of data

Observable is your go-to platform for exploring data and creating expressive data visualizations. Use reactive JavaScript notebooks for prototyping and a collaborative canvas for visual data exploration and dashboard creation.
Learn more