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Bayesian econometrics
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111	Nonlin. Processes Geophys., 21, 1145–1157, 2014 www.nonlin-processes-geophys.net[removed]doi:[removed]npg[removed] © Author(s[removed]CC Attribution 3.0 License. Non-parametric Bayesian mixture of sparse regr Add to Reading List Source URL: www.nonlin-processes-geophys.net Language: English - Date: 2014-12-04 10:34:51 Regression analysis Bayesian statistics Estimation theory Linear regression Mixture model Dirichlet process Variational Bayesian methods Normal distribution Parameter Statistics Econometrics Statistical models
112	Simplicity Bias in the Estimation of Causal Functions Daniel R. Little ([removed]) Richard M. Shiffrin ([removed]) Department of Psychological and Brain Sciences, Indiana University 1101 E. 10th St, Add to Reading List Source URL: old.psych.unimelb.edu.au Language: English - Date: 2012-03-06 16:06:07 Statistical theory Econometrics Bayesian inference Bayesian linear regression Polynomial regression Linear regression Statistical inference Normal distribution Conjugate prior Statistics Bayesian statistics Regression analysis
113	Structured Stochastic Variational Inference Matthew D. Hoffman Adobe Research David M. Blei Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:21 Estimation theory Variational Bayesian methods Kullback–Leibler divergence Markov chain Linear regression Regression analysis Latent Dirichlet allocation Statistics Econometrics Bayesian statistics
114	Ch.5 Classification and Clustering Classification [Book, scattered] With discrete response variables, do classification instead of regression. (b) 1 Add to Reading List Source URL: www.ocgy.ubc.ca Language: English - Date: 2013-09-30 19:02:28 Statistical classification Bayesian statistics Regression analysis Linear classifier Posterior probability Linear regression Marginal distribution K-nearest neighbor algorithm Expected value Statistics Econometrics Machine learning
115	egu_logo_without_circle_grey Add to Reading List Source URL: www.hydrol-earth-syst-sci.net Language: English - Date: 2014-12-04 03:50:19 Econometrics Actuarial science Linear regression Bayesian linear regression Regularization Hierarchical Bayes model Gibbs sampling Statistics Regression analysis Bayesian statistics
116	Appl. Statist[removed], Part 5, pp. Bayesian change-point analysis for atomic force microscopy and soft material indentation Daniel Rudoy, Shelten G. Yuen, Robert D. Howe and Patrick J. Wolfe Add to Reading List Source URL: biorobotics.harvard.edu Language: English - Date: 2010-07-23 07:45:14 Linear regression Regression analysis Conjugate prior Normal distribution Statistics Econometrics Contact mechanics
117	8.6 Bayesian neural networks (BNN) [Book, Sect[removed]While cross-validation allows one to find the weight penalty parameters which would give the model good generalization capability, the separation of the data record in Add to Reading List Source URL: www.ocgy.ubc.ca Language: English - Date: 2013-11-09 02:48:24 Machine learning Computational science Econometrics Cross-validation Resampling Bootstrapping Bootstrap aggregating Numerical weather prediction Overfitting Statistics Statistical inference Computational statistics
118	6.867 Machine learning, lecture 10 (Jaakkola) 1 Lecture topics: model selection criteria • Structural risk minimization, example derivation Add to Reading List Source URL: ocw.mit.edu Language: English - Date: 2015-03-15 16:36:56 Bayesian statistics Econometrics Bayesian inference Maximum likelihood Loss function Likelihood function Marginal likelihood Normal distribution Bayesian information criterion Statistics Estimation theory Statistical theory
119	Input-Output Analysis and Econometrics: a Discussion of Some Key Issues with an Example from the Theory of Production Matteo Manera and Bruno Sitzia Department of Economics Add to Reading List Source URL: www.iioa.org Language: English - Date: 2007-10-09 05:36:12 Bayes estimator Gibbs sampling Bayesian inference Multivariate normal distribution Production function Conjugate prior Thurstonian model Statistics Bayesian statistics Prior probability
120	egu_logo_without_circle_grey Add to Reading List Source URL: water.columbia.edu Language: English - Date: 2014-05-08 11:29:46 Econometrics Actuarial science Linear regression Bayesian linear regression Regularization Hierarchical Bayes model Gibbs sampling Statistics Regression analysis Bayesian statistics

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