Bayesian multivariate linear regression

Results: 23



#Item
11Linear regression / Instrumental variable / Dummy variable / Multivariate normal distribution / Mixture model / Binomial regression / Design matrix / Multinomial logit / Statistics / Regression analysis / Econometrics

Package ‘bayesm’ July 2, 2014 Version 2.2-5 Date 2012-05-15 Title Bayesian Inference for Marketing/Micro-econometrics Author Peter Rossi .

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Source URL: cran.r-project.org

Language: English - Date: 2014-07-02 11:18:41
12Econometrics / Estimation theory / Parametric statistics / Linear regression / Ordinary least squares / Cross-validation / Statistical power / Statistical classification / Multivariate adaptive regression splines / Statistics / Regression analysis / Machine learning

Package ‘bartMachine’ September 5, 2014 Type Package Title Bayesian Additive Regression Trees Version[removed]Date[removed]

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Source URL: cran.r-project.org

Language: English - Date: 2014-09-05 16:15:52
13Econometrics / Computational statistics / Neural networks / Multivariate adaptive regression splines / Group method of data handling / Data mining / Overfitting / Linear regression / Mathematical model / Statistics / Regression analysis / Machine learning

The Generalization Paradox of Ensembles John F. ELDER IV Ensemble models—built by methods such as bagging, boosting, and Bayesian model averaging—appear dauntingly complex, yet tend to strongly outperform their compo

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Source URL: datamininglab.com

Language: English
14Estimation theory / Parametric statistics / Statistical models / Linear regression / Multivariate adaptive regression splines / Variance / Degrees of freedom / Dummy variable / Bayesian linear regression / Statistics / Regression analysis / Econometrics

Package ‘dbarts’ July 14, 2014 Version 0.8-3 Date 2014-07-14 Title Discrete Bayesian Additive Regression Trees Sampler Author Hugh Chipman , Robert McCulloch , Vin

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Source URL: cran.r-project.org

Language: English - Date: 2014-07-14 04:37:46
15Non-parametric statistics / Statistical inference / Robust statistics / Linear regression / Nonparametric regression / Bayesian linear regression / Statistics / Regression analysis / Econometrics

Vol. 7/2, October[removed]Bibliography J. Aitchison and C. G. G. Aitken. Multivariate binary

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Source URL: mkellermann.org

Language: English - Date: 2009-08-10 17:45:39
16Mean squared error / Variance / Errors and residuals in statistics / Gauss–Markov theorem / Bias of an estimator / Multivariate adaptive regression splines / Residual sum of squares / Linear regression / Ordinary least squares / Statistics / Regression analysis / Least squares

92 CHAPTER 4. PREDICTIVE MODELS defines a probability space for which (X, E, P ) is a Bayesian network. Furthermore, P (Xi |C(Xi)) is either 0 or fi (Xi ). Here C(Xi ) denotes the parents (or direct causes) of Xi .

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Source URL: datamining.anu.edu.au

Language: English - Date: 2011-05-31 01:27:15
17Estimation theory / Data analysis / Multivariate normal distribution / Normal distribution / Conjugate prior / Wishart distribution / Linear regression / Expectation–maximization algorithm / Covariance matrix / Statistics / Econometrics / Regression analysis

Bayesian Inference for Ordinal Data Using Multivariate Probit Models Earl Lawrence ∗, Derek Bingham †, Chuanhai Liu ‡, Vijayan N. Nair §

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Source URL: www.stat.lanl.gov

Language: English - Date: 2006-11-21 13:22:40
18Linear regression / Least squares / Bayesian linear regression / Estimation theory / Expectation–maximization algorithm / Normal distribution / Bayesian multivariate linear regression / Generalized linear model / Statistics / Regression analysis / Variance

Hierarchical Linear Models and Cell Data Geo rey J. Gordon [removed] March, 2000

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Source URL: www.ri.cmu.edu

Language: English - Date: 2008-10-18 21:09:45
19Statistical methods / Parametric statistics / Bayesian statistics / Causality / Regression analysis / Granger causality / Linear regression / Bivariate analysis / Mutual information / Statistics / Multivariate statistics / Econometrics

PDF Document

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Source URL: www.science-of-medicine.netne.net

Language: English - Date: 2013-02-01 20:08:28
20Econometrics / Bayesian statistics / Geostatistics / Gaussian process / Covariance function / Kriging / Covariance / Multivariate normal distribution / Linear regression / Statistics / Covariance and correlation / Regression analysis

BAYESIAN STATISTICS 6, pp[removed]J. M. Bernardo, J. O. Berger, A. P. Dawid and A. F. M. Smith (Eds.)  Oxford University Press, 1998 Regression and Classification Using Gaussian Process Priors

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Source URL: www.cs.utoronto.ca

Language: English - Date: 2009-10-20 12:40:35
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