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Epidemiology, ISSN 1044-3983, 01/2018, Volume 29, Issue 1, pp. 96 - 106
The high-dimensional propensity score is a semiautomated variable selection algorithm that can supplement expert knowledge to improve confounding control in... 
REGRESSION | MAXIMUM-LIKELIHOOD-ESTIMATION | PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH | BIAS | COHORT | VARIABLE SELECTION | CONFOUNDING ADJUSTMENT | BALANCE | Measurement | Medical records | Usage | Analysis of covariance | Propensity scores
Journal Article
Multivariate Behavioral Research, ISSN 0027-3171, 01/2013, Volume 48, Issue 1, pp. 1 - 27
Journal Article
Statistics in Biosciences, ISSN 1867-1764, 10/2016, Volume 8, Issue 2, pp. 333 - 350
One common use of binary response regression methods is classification based on an arbitrary probability threshold dictated by the particular application.... 
Biostatistics | Logistic regression | Local likelihood | Asymmetric loss | Statistics for Life Sciences, Medicine, Health Sciences | Theoretical Ecology/Statistics | Robust estimation | Statistics | Binary classification | Usage | Models | Analysis | Melanoma | asymmetric loss | binary classification | logistic regression | local likelihood | robust estimation
Journal Article
Journal of Econometrics, ISSN 0304-4076, 2004, Volume 122, Issue 2, pp. 385 - 403
This paper studies the estimation of a simple binary choice model in which explanatory variables include nonstationary variables and the distribution of the... 
Binary choice | Nonstationary explanatory variables | Maximum score estimation | nonstationary explanatory variables | SOCIAL SCIENCES, MATHEMATICAL METHODS | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | binary choice | ECONOMICS | maximum score estimation | Evaluation | Binary system (Mathematics)
Journal Article
Economics Letters, ISSN 0165-1765, 09/2018, Volume 170, pp. 24 - 26
Binary response regression models are useful in many economic and statistical applications. Horowitz (1992) proposes a semi-parametric estimation method, which... 
Smoothed maximum score estimation | Bandwidth selection | Binary response models | ECONOMICS | International trade | Models | Analysis | Methods
Journal Article
Statistica Sinica, ISSN 1017-0405, 1/2007, Volume 17, Issue 1, pp. 301 - 316
Journal Article
American Journal of Epidemiology, ISSN 0002-9262, 01/2014, Volume 179, Issue 2, pp. 252 - 260
Journal Article
Journal of Risk and Financial Management, ISSN 1911-8074, 04/2019, Volume 12, Issue 2, p. 64
This paper extends Horowitz’s smoothed maximum score estimator to discrete-time duration models. The estimator’s consistency and asymptotic distribution are... 
maximum score estimator | discrete duration models | efficient semiparamteric estimation
Journal Article
Econometrics and Statistics, ISSN 2452-3062, 10/2018, Volume 8, pp. 37 - 55
A new hyperplanes intersection simulated annealing (HISA) algorithm, based on a discrete representation of the search space as a combinatorial set of... 
Local search | Hyperplanes intersection | Maximum score estimator | Comparative analysis | Metaheuristics | Simulated annealing
Journal Article
Journal Article
Statistical Methods in Medical Research, ISSN 0962-2802, 10/2016, Volume 25, Issue 5, pp. 2315 - 2336
Journal Article
Journal of Educational and Behavioral Statistics, ISSN 1076-9986, 6/2018, Volume 43, Issue 3, pp. 259 - 285
Journal Article