Nonparametric Bayesian Statistics Tamara Broderick ITT Career Development Assistant Professor Electrical Engineering & Computer Science MIT

Source URL: www.tamarabroderick.com

Efficient Bayesian Learning in Social Networks with Gaussian Estimators Elchanan Mossel∗ and Omer Tamuz† arXiv:1002.0747v2 [stat.AP] 18 Apr 2010

Source URL: people.hss.caltech.edu

Noname manuscript No. (will be inserted by the editor) A Bayesian approach for comparing cross-validated algorithms on multiple data sets

Source URL: people.idsia.ch

Robustifying Bayesian nonparametric mixtures for count data Antonio Canale Department of Economics and Statistics and Collegio Carlo Alberto, University of Torino, Torino, Italy

Source URL: www.carloalberto.org

• Stochastic processes
• Statistical models
• Probability distributions
• Machine learning
• Statistical theory
• Mixture model
• PitmanYor process
• Dirichlet process
• Parametric model
• Poisson distribution
• Nonparametric statistics

Visual Analytics for Development and Evaluation of Order Selection Criteria for Autoregressive Processes ¨ ¨ Thomas Lowe Student Member, IEEE, Emmy-Charlotte Forster

Source URL: graphics.tu-bs.de

• Model selection
• Time series analysis
• Signal processing
• Statistical models
• Noise
• Akaike information criterion
• HannanQuinn information criterion
• Bayesian information criterion
• Autoregressive model
• Predictive analytics
• Unit root
• Autocorrelation

Competing process hazard function models for player ratings in ice hockey

Source URL: www-stat.wharton.upenn.edu

• Statistics
• Statistical theory
• Statistical models
• Probability distributions
• Estimation theory
• Regression analysis
• Normal distribution
• Bayesian network
• Maximum likelihood estimation
• Linear regression
• Conjugate prior
• Parameter

research-article2015 CDPXXX10.1177/0963721414556653Gopnik et al.Flexibility and Open-Mindedness in Younger Learners

Source URL: cocosci.berkeley.edu

• Cognition
• Cognitive science
• Academia
• Learning
• Philosophy of science
• Educational psychology
• Alison Gopnik
• Causality
• Bayesian network
• Bayesian inference
• Machine learning
• Cognitive flexibility

Probabilistic Modelling and Bayesian Inference Zoubin Ghahramani Department of Engineering University of Cambridge, UK

Source URL: mlss.tuebingen.mpg.de

Stat 542 Homework 3 - Due Thursday, April 7th (12 pm) You are required to submit a hard copy pdf document in class with answers to the following questions. This document must be generated using the LaTeX typesetting lang

Source URL: www-stat.wharton.upenn.edu

• Statistics
• Statistical theory
• Probability
• Probability distributions
• Bayesian statistics
• Summary statistics
• Gibbs sampling
• Markov chain Monte Carlo
• Normal distribution
• Mode
• Prior probability

Bayesian Analysis of Episodic Drug Abuse Data New Models and New Inferences Adam J. King Ph.D. Candidate, Department of Biostatistics Graduate Student Researcher, Integrated Substance Abuse Programs University of Califor

Source URL: www.caldar.org