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Nonparametric statistics
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#	Item
331	The Nested Chinese Restaurant Process and Bayesian Nonparametric Inference of Topic Hierarchies DAVID M. BLEI Princeton University, Princeton, New Jersey AND Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2010-08-18 22:20:55 Statistical natural language processing Statistical models Statistical inference Dirichlet process Latent Dirichlet allocation Chinese restaurant process Non-parametric statistics Mixture model Bayesian network Statistics Stochastic processes Bayesian statistics
332	IMS Lecture Notes–Monograph Series Complex Datasets and Inverse Problems: Tomography, Networks and Beyond Vol[removed]–186 c Institute of Mathematical Statistics, 2007 DOI: [removed]074921707000000148 Add to Reading List Source URL: www.stat.berkeley.edu Language: English - Date: 2007-07-03 22:40:04 Non-parametric statistics Polynomial regression Nonparametric regression Linear regression Kernel regression Statistics Regression analysis Econometrics
333	Simultaneous analysis of Lasso and Dantzig selector Add to Reading List Source URL: www.stat.berkeley.edu Language: English - Date: 2010-04-22 01:01:09 Estimation theory Parametric statistics Least squares Linear regression Ordinary least squares Differential of a function Sparse approximation Nonparametric regression Statistics Regression analysis Econometrics
334	Truncation-free Stochastic Variational Inference for Bayesian Nonparametric Models Chong Wang⇤ Machine Learning Department Carnegie Mellon University [removed] Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2012-11-10 21:14:58 Dirichlet process Latent Dirichlet allocation Mixture model Bayesian inference Importance sampling Inference Conjugate prior Hierarchical Bayes model Dirichlet distribution Statistics Bayesian statistics Variational Bayesian methods
335	Discussion of ``A significance test for the lasso'' Add to Reading List Source URL: www.stat.cmu.edu Language: English - Date: 2014-05-27 07:57:45 Least squares Prediction interval Causality Nonparametric regression Generalized least squares Simple linear regression Statistics Regression analysis Linear regression
336	MORTGAGE DEFAULT: CLASSIFICATION TREES ANALYSIS David Feldman* and Shulamith Gross# March 24, 2003 Preliminary Abstract. We introduce the powerful, flexible and efficient nonparametric Add to Reading List Source URL: mi.eng.cam.ac.uk Language: English - Date: 2005-11-15 05:30:00** Decision trees Data mining Decision tree learning Logistic regression Binary tree Regression Predictive analytics Random forest Statistics Regression analysis Machine learning
337	Dirichlet Process Mixtures of Generalized Linear Models Lauren A. Hannah Department of Operations Research and Financial Engineering, Princeton University Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2010-08-18 22:20:55 Linear regression Poisson regression Nonparametric regression Dirichlet process Bayesian linear regression Mixture model Degrees of freedom Statistical power Polynomial regression Statistics Regression analysis Generalized linear model
338	IEEE TRANSACTIONS ON SIGNAL PROCESSING, VOL. 53, NO. 11, NOVEMBER[removed]Nonparametric Decentralized Detection Using Kernel Methods Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2005-11-06 17:07:38 Decision theory Estimation theory Econometrics Loss function Empirical risk minimization Kernel methods Bayes estimator Support vector machine Mathematical optimization Statistics Machine learning Statistical classification
339	Package ‘bootBCa’ July 3, 2014 Type Package Title Function to find nonparametric BCa intervals Version 1.0 Date[removed] Add to Reading List Source URL: bootbca.r-forge.r-project.org Language: English - Date: 2014-07-24 14:26:27 Resampling Bradley Efron Quantile Confidence interval Statistics Statistical inference Bootstrapping
340	IVAN ALLEN COLLEGE Statistics/ Econometrics/ Methods Course Offerings at Georgia Tech Intro Methods Intro Statistics Intermediate Stats Course Number Add to Reading List Source URL: www.hts.gatech.edu Language: English - Date: 2011-06-29 17:39:07 Statistical methods Scientific method Psychometrics Linear regression Structural equation modeling Multivariate statistics Nonparametric regression Data analysis Statistical inference Statistics Econometrics Regression analysis

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