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Dirichlet-multinomial distribution
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1	Maximum Likelihood Estimation of Dirichlet Distribution Parameters Jonathan Huang Abstract. Dirichlet distributions are commonly used as priors over proportional data. In this paper, I will introduce this distribution, d Add to Reading List Source URL: jonathan-huang.org Language: English - Date: 2014-09-08 21:47:30 Statistics Mathematical analysis Probability Probability distributions Gamma distribution Dirichlet distribution Exponential family Beta distribution Mixture model Multinomial distribution Likelihood function Maximum likelihood estimation
2	Correlated Community Estimation Models Over a Set of Names Suresh Veluru∗ , Yogachandran Rahulamathavan∗ , Suresh Manandhar† , and Muttukrishnan Rajarajan∗ ∗ Information Security Group, School of Engineering a Add to Reading List Source URL: www.uncertaintyofidentity.com Language: English - Date: 2014-11-25 09:34:28 Statistics Probability Probability distributions Statistical natural language processing Latent Dirichlet allocation Statistical models Mixture model Topic model Dirichlet distribution Multinomial distribution Gibbs sampling Perplexity
3	FP7-ICT Strategic Targeted Research Project (STREP) TrendMiner (NoLarge-scale, Cross-lingual Trend Mining and Summarisation of Real-time Media Streams D3.3.1 Tools for mining non-stationary data - v2 Clustering Add to Reading List Source URL: www.trendminer-project.eu Language: English - Date: 2014-05-02 17:17:44 Statistical natural language processing Machine learning Statistics Artificial intelligence Topic model Latent Dirichlet allocation Gibbs sampling Multinomial logistic regression Dynamic topic model Dirichlet-multinomial distribution
4	Estimating a Dirichlet distribution Thomas P. Minkarevised 2003, 2009, 2012) Abstract The Dirichlet distribution and its compound variant, the Dirichlet-multinomial, are two of the most basic models for proportion Add to Reading List Source URL: www.msr-waypoint.com Language: English - Date: 2012-03-29 12:29:15 Statistics Mathematical analysis Probability distributions Probability Dirichlet distribution Dirichlet-multinomial distribution Exponential family Gamma distribution Differential forms on a Riemann surface
5	BIRDNEST: Bayesian Inference for Ratings-Fraud Detection Bryan Hooi∗ Neil Shah∗ Mohit Kumar§ Add to Reading List Source URL: alexbeutel.com Language: English - Date: 2016-05-18 18:10:27 Statistics Probability Mathematical analysis Probability distributions Dirichlet-multinomial distribution Dirichlet distribution Mixture model Bayesian network Recommender system Multinomial distribution Bayesian inference Markov chain
6	Shared Logistic Normal Distributions for Soft Parameter Tying in Unsupervised Grammar Induction Shay B. Cohen and Noah A. Smith Language Technologies Institute School of Computer Science Carnegie Mellon University Add to Reading List Source URL: homes.cs.washington.edu Language: English - Date: 2015-07-30 17:50:48 Probability distributions Variational Bayesian methods Dirichlet distribution Expectationmaximization algorithm Gamma distribution Latent Dirichlet allocation Multinomial distribution Normal distribution Bayesian network Dirichlet process Mixture model Exponential family
7	Non-Bayesian Optimal Search and Dynamic Implementation Alex Gershkov and Benny Moldovanu January 22, 2009 Abstract Add to Reading List Source URL: www.econ2.uni-bonn.de Language: English - Date: 2014-03-26 06:49:17 Probability distributions Statistical theory Bayesian statistics Bayesian inference Statistical forecasting Statistical inference Principle of maximum entropy Dirichlet distribution Mechanism design XK Multinomial distribution Normal distribution
8	Non-Bayesian Optimal Search and Dynamic Implementation Alex Gershkov and Benny Moldovanu January 22, 2009 Abstract Add to Reading List Source URL: www.econ2.uni-bonn.de Language: English - Date: 2014-03-26 06:49:17 Probability distributions Statistical theory Bayesian statistics Bayesian inference Statistical forecasting Statistical inference Principle of maximum entropy Dirichlet distribution Mechanism design XK Multinomial distribution Normal distribution
9	output/maye11bayesian.dvi Add to Reading List Source URL: europa.informatik.uni-freiburg.de Language: English - Date: 2012-02-24 09:20:37 Bayesian statistics Probability distributions Mixture model Posterior predictive distribution Hidden Markov model Normal distribution Hyperparameter Prior probability Dirichlet distribution RT Image segmentation Dirichlet-multinomial distribution
10	Multiple Domain User Personalization Yucheng Low Deepak Agarwal Alexander J. Smola Add to Reading List Source URL: select.cs.cmu.edu Language: English - Date: 2012-04-13 10:24:21 Statistical natural language processing Latent Dirichlet allocation Topic model Dirichlet distribution Apache Spark Collaborative filtering Dirichlet-multinomial distribution