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by Blei, David M Kucukelbir, Alp McAuliffe, Jon D Published in Journal of the American Statistical Association (03.04.2017)“...One of the core problems of modern statistics is to approximate difficult-to-compute probability densities. This problem is especially important in Bayesian...”
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by BISBEE, JAMES Published in The American political science review (01.11.2019)“...Multilevel regression and post-stratification (MRP) is the current gold standard for extrapolating opinion data from nationally representative surveys to...”
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“...The autoregressive (AR) process of order p(AR(p)) is a central model in time series analysis. A Bayesian approach requires the user to define a prior...”
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