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The review of economics and statistics, ISSN 1530-9142, 2010, Volume 92, Issue 3, pp. 557 - 561
Journal Article
The Annals of statistics, ISSN 0090-5364, 2000, Volume 28, Issue 5, pp. 1356 - 1378
Journal Article
Journal of applied econometrics (Chichester, England), ISSN 0883-7252, 2006, Volume 1, Issue 1, pp. 29 - 53
.... A number of estimators and their properties are considered in the light of uncertainty about the data generation process... 
Economic models | Statistical variance | Maximum likelihood estimation | Data models | Regression analysis | Binomials | Parameterization | Parametric models | Estimators | Consistent estimators
Journal Article
Econometrica, ISSN 0012-9682, 2015, Volume 83, Issue 6, pp. 2411 - 2451
Journal Article
The Annals of statistics, ISSN 0090-5364, 2011, Volume 39, Issue 2, pp. 1282 - 1309
We introduce a new criterion, the Rank Selection Criterion (RSC), for selecting the optimal reduced rank estimator of the coefficient matrix in multivariate response regression models... 
Minimax | Linear regression | Least squares | Signal noise | Matrices | Coefficients | Estimators | Consistent estimators | Oracles | Estimation methods | reduced rank estimators | REGRESSION | oracle inequalities | rank selection | nuclear norm | Multivariate response regression | STATISTICS & PROBABILITY | dimension reduction | adaptive estimation | low rank matrix approximation | 62H15 | 62J07
Journal Article
The review of economics and statistics, ISSN 0034-6535, 5/2012, Volume 94, Issue 2, pp. 481 - 498
Journal Article
The Annals of statistics, ISSN 0090-5364, 2008, Volume 36, Issue 2, pp. 587 - 613
Journal Article
Journal of the American Statistical Association, ISSN 1537-274X, 2014, Volume 109, Issue 506, pp. 815 - 827
Journal Article
Journal Article
Journal Article
Political analysis, ISSN 1047-1987, 01/2017, Volume 18, Issue 1, pp. 36 - 56
In this paper, we discuss an estimator for average treatment effects (ATEs) known as the augmented inverse propensity weighted (AIPW) estimator... 
Outcome variables | Estimation bias | Sample size | Control units | Linear regression | Sampling bias | Unbiased estimators | Regression analysis | Estimators | Consistent estimators | SCORE | DEMYSTIFYING DOUBLE ROBUSTNESS | INFERENCE | ALTERNATIVE STRATEGIES | POLITICAL SCIENCE | CAUSAL
Journal Article
Journal of econometrics, ISSN 0304-4076, 05/2015, Volume 186, Issue 1, pp. 142 - 159
Journal Article
The Annals of statistics, ISSN 0090-5364, 2010, Volume 38, Issue 2, pp. 1034 - 1070
.... We consider spectral and batch means methods for estimating this variance. In particular, we establish conditions which guarantee that these estimators are strongly consistent as the simulation effort increases... 
Ergodic theory | Integers | Statistical variance | Mathematical theorems | Markov chains | Standard error | Interval estimators | Estimators | Consistent estimators | Estimation methods | Markov chain | Batch means | Monte Carlo | Standard errors | Spectral methods | batch means | spectral methods | APPROXIMATION | STATISTICS & PROBABILITY | WIDTH OUTPUT ANALYSIS | SIMULATION | standard errors | STRONG CONSISTENCY | PARTIAL SUMS | GIBBS SAMPLERS | GEOMETRIC ERGODICITY | CONVERGENCE-RATES | 62M15 | 60J22
Journal Article
Econometrica, ISSN 0012-9682, 1/2013, Volume 81, Issue 1, pp. 315 - 340
Journal Article
The Annals of statistics, ISSN 0090-5364, 6/2013, Volume 41, Issue 3, pp. 1232 - 1259
.... In this paper, we investigate the rate of convergence of the ALASSO estimator to the oracle distribution when the dimension of the regression parameters may grow to infinity with the sample size... 
Preliminary estimates | Estimate reliability | Approximation | Inference | Mathematical independent variables | Estimators | Consistent estimators | Oracles | Bootstrap resampling | Estimation methods | Edgeworth expansion | Bootstrap | Penalized regression | SPARSITY | DANTZIG SELECTOR | DIMENSIONAL REGRESSION-MODELS | ASYMPTOTIC PROPERTIES | STATISTICS & PROBABILITY | INFERENCE | penalized regression | VARIABLE SELECTION | 62G09 | 62J07 | 62E20
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Journal Article
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