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Regression estimation
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161	One-Step R-Estimation in Linear Models with Stable Errors a Marc Hallina,b , Yvik Swanc , Thomas Verdeboutd and David Veredasa Institut de Recherche en Statistique, ECARES, and ECORE, Universit´e libre de Bruxelles, Bel Add to Reading List Source URL: www.istfin.eco.usi.ch Language: English - Date: 2011-03-09 07:10:12 Estimation theory Statistical theory Econometrics Parametric statistics M-estimators Bias of an estimator Linear regression Consistent estimator Estimator Maximum likelihood estimation T-statistic Normal distribution
162	Variable Selection Methods via Penalized Likelihood and Comparison of their Properties Jian Shi University of California Add to Reading List Source URL: www.pstat.ucsb.edu Language: English - Date: 2014-11-07 15:19:42 Regression analysis Econometrics Statistical methods Estimation theory Parametric statistics Linear regression Bias of an estimator Lasso Feature selection Correlation and dependence Logistic regression
163	Median-Unbiased Estimation of Higher Order Autoregressive/Unit Root Processes and Autocorrelation Consistent Covariance Estimation in a Money Demand Model J. Huston McCulloch 1 Add to Reading List Source URL: www.econ.ohio-state.edu Language: English - Date: 2012-01-12 12:02:16 Regression analysis Econometrics Time series analysis Estimation theory Parametric statistics Ordinary least squares Heteroscedasticity Linear regression Autocorrelation DurbinWatson statistic GaussMarkov theorem Unit root
164	Constrained Least Squares Stephen Boyd EE103 Stanford University November 16, 2015 Add to Reading List Source URL: stanford.edu Language: English - Date: 2015-11-16 13:33:46 Regression analysis Mathematical optimization Least squares Polynomial regression Estimation theory Linear least squares Total least squares
165	J. Quant. Anal. Sports 2016; 12(2): 51–72 Sameer K. Deshpande* and Shane T. Jensen Estimating an NBA player’s impact on his team’s chances of winning Add to Reading List Source URL: www-stat.wharton.upenn.edu Language: English - Date: 2016-06-07 15:23:02 Estimation theory Statistical inference Probability distributions Regression analysis Bayesian inference Statistical forecasting Linear regression Normal distribution Win probability
166	Chapter 3 Tree- based Regress ion This chapter describes two different approaches to induce regression trees. We first present the standard methodology based on the minimisation of the squared error. Least squares (LS) r Add to Reading List Source URL: www.dcc.fc.up.pt Language: English - Date: 2012-12-13 10:18:43 Regression analysis Econometrics Estimation theory Mathematical optimization Decision trees Decision tree learning Linear regression Least squares Least absolute deviations Multivariate adaptive regression splines Predictive analytics
167	Data Adaptive Pre-Specification for Experimental and Observational Data Maya Petersen with Laura Balzer, Linh Tran, Mark van der Laan Add to Reading List Source URL: www.bitss.org Language: English - Date: 2016-01-25 14:32:50 Statistical inference Statistical theory Statistical methods Econometrics Estimation theory Statistics Machine learning Regression analysis Artificial neural network Estimator Bias
168	PDF Document Add to Reading List Source URL: www.work.caltech.edu Language: English - Date: 2015-01-01 11:20:46 Econometrics Estimation theory Linear regression Regression analysis Expected value Probability distribution GEC
169	Child Mortality Estimation 2013: An Overview of Updates in Estimation Methods by the United Nations Inter-Agency Group for Child Mortality Estimation Leontine Alkema1,2, Jin Rou New1, Jon Pedersen3, Danzhen You4, all me Add to Reading List Source URL: www.childmortality.org Language: English* - Date: 2014-09-26 01:57:00 Population Econometrics Regression analysis Actuarial science Demography Infant mortality Statistics Linear regression Least squares Sampling Local regression Bias
170	Ann Inst Stat Math:589–619 DOIs10463Influence diagnostics for robust P-splines using scale mixture of normal distributions Felipe Osorio Add to Reading List Source URL: www.ism.ac.jp Language: English - Date: 2016-06-28 03:34:42 Statistical theory Estimation theory Robust statistics Statistical methods Econometrics Outlier Maximum likelihood estimation Efficiency Expectationmaximization algorithm Spline Regression analysis Normal distribution

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