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Bayesian econometrics
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11	p-values: The insight to modern statistical inference D A S Fraser ∗ Add to Reading List Source URL: errorstatistics.files.wordpress.com Language: English - Date: 2016-06-28 14:43:14 Estimation theory Statistical theory Econometrics Bayesian statistics Statistical inference Likelihood function Confidence interval Sufficient statistic Bias of an estimator Observed information Maximum likelihood estimation Likelihood principle
12	Non-parametric Regression with Basis Selection from Multiple Libraries Jeffrey C. Sklar, Junqing Wu, Wendy Meiring, and Yuedong Wang ∗ Add to Reading List Source URL: www.pstat.ucsb.edu Language: English - Date: 2012-09-20 13:04:02 Regression analysis Statistical methods Model selection Machine learning Multivariate adaptive regression splines Econometrics Stepwise regression Akaike information criterion Smoothing spline Bayesian information criterion
13	JOINT ASSOCIATION DISCOVERY AND DIAGNOSIS OF ALZHEIMER’S DISEASE BY SUPERVISED HETEROGENEOUS MULTIVIEW LEARNING SHANDIAN ZHE1 , ZENGLIN XU1 , YUAN QI1,2 , PENG YU3 , FOR THE ADNI∗ 1 Add to Reading List Source URL: psb.stanford.edu Language: English - Date: 2015-08-18 15:12:41 Regression analysis Econometrics Multivariate statistics Generalized linear models Ordinal regression Multinomial logistic regression Variational Bayesian methods IJ Linear regression
14	Psychon Bull Rev DOIs13423THEORETICAL REVIEW A rational model of function learning Add to Reading List Source URL: cocosci.berkeley.edu Language: English Statistics Econometrics Regression analysis Statistical models Computational neuroscience Computational statistics Gaussian process Linear regression Bayesian network Artificial neural network Machine learning Nonparametric regression
15	arXiv:1307.3400v1 [stat.ML] 12 JulThompson Sampling for 1-Dimensional Exponential Family Bandits Nathaniel Korda, Emilie Kaufmann, and R´emi Munos Telecom Paristech UMR CNRS 5141 & INRIA Lille - Nord Europe Add to Reading List Source URL: arxiv.org Language: English - Date: 2013-07-14 23:21:30 Statistics Statistical theory Estimation theory Econometrics Bayesian statistics Design of experiments Fisher information Sufficient statistic Loss function Exponential family Bayes estimator Completeness
16	Gene regulatory network inference using sparse probabilistic models Evelina Gabaˇsov´a Supervisor: David Barber Add to Reading List Source URL: s3-eu-west-1.amazonaws.com Language: English - Date: 2015-03-31 02:56:40 Statistics Econometrics Estimation theory Networks Statistical methods Regression analysis Linear regression Gene regulatory network Bayesian network Least squares Machine learning Lasso
17	The future of quantitative educational research methods: bigger, better and, perhaps, Bayesian? Matt Homer School of Education University of Leeds Add to Reading List Source URL: 2gupzkho2c1wvo8kk58b6cpr.wpengine.netdna-cdn.com Language: English - Date: 2016-02-01 12:22:13 Statistics Science Psychometrics Statistical inference Statistical theory Econometrics Graphical models Meta-analysis Quantitative research Educational research Research Bayesian inference
18	Improved Mean and Variance Approximations for Belief Net Responses via Network Doubling Peter Hooper Yasin Abbasi-Yadkori, Russ Greiner, Bret Hoehn Dept of Mathematical & Statistical Sciences Add to Reading List Source URL: webdocs.cs.ualberta.ca Language: English - Date: 2009-08-28 21:02:53 Probability distributions Estimation theory Econometrics Statistical theory Summary statistics Normal distribution Bayesian network Beta distribution Mode Linear regression Delta method Gamma distribution
19	Bayesian Optimal Control of Smoothly Parameterized Systems: arXiv:1406.3926v1 [cs.LG] 16 Jun 2014 The Lazy Posterior Sampling Algorithm Yasin Abbasi-Yadkori Add to Reading List Source URL: arxiv.org Language: English - Date: 2014-06-16 20:31:54 Statistics Statistical theory Econometrics Loss function Bayesian statistics Conjugate prior
20	182 Genome Informatics 16(1): 182–Identifying Drug Active Pathways from Gene Networks Estimated by Gene Expression Data Add to Reading List Source URL: www.jsbi.org Language: English - Date: 2005-12-28 10:55:28 Biology Statistics Networks Molecular biology Econometrics Biochemistry Systems biology Gene expression Gene regulatory network Bioinformatics Bayesian network Gene

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