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Journal of Peace Research, ISSN 0022-3433, 7/2014, Volume 51, Issue 4, pp. 528 - 540
Journal Article
Journal of the Royal Statistical Society: Series A (Statistics in Society), ISSN 0964-1998, 06/2017, Volume 180, Issue 3, pp. 817 - 839
Summary   In sample selection models, a treatment can influence the observed outcome in two ways: by affecting the binary selection or participation decision... 
Intensive margin effect | Extensive margin effect | Sample selection | Participation effect | Censored model | TOBIT MODELS | CAUSAL INFERENCE | CENSORED REGRESSION-MODEL | DECOMPOSITION | PRINCIPAL STRATIFICATION | STATISTICS & PROBABILITY | ESTIMATOR | ELASTICITIES | BLINDER | SOCIAL SCIENCES, MATHEMATICAL METHODS | MICRO | 2-PART MODELS | Wages | Analysis
Journal Article
American Economic Journal: Economic Policy, ISSN 1945-7731, 8/2011, Volume 3, Issue 3, pp. 113 - 143
Structural new trade theory models have never been used to evaluate and quantify the role of preferential trade agreement (PTA) membership for trade in a way... 
Bilateralism | Trade | Economic models | International trade | Trade agreements | Trade policy | Tariffs | Parametric models | Modeling | Estimators | MONTE-CARLO | CHOICE | DEMAND | PRODUCTIVITY | ECONOMICS | COUNT DATA MODELS | FLOWS | GRAVITY | SAMPLE SELECTION | 2-PART MODELS | REGIONALISM | Studies | Poisson distribution
Journal Article
Journal of Econometrics, ISSN 0304-4076, 04/2012, Volume 167, Issue 2, pp. 317 - 329
In a sample-selection model with the ‘selection’ variable and the ‘outcome’ variable , is observed only when . For a treatment affecting both and , three... 
Matching | U-statistic | Sensitivity analysis | Sample selection | Treatment effect | INSTRUMENTAL VARIABLES | AFFAIRS | IDENTIFICATION | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | SENSITIVITY-ANALYSIS | SOCIAL SCIENCES, MATHEMATICAL METHODS | ECONOMICS | 2-PART MODELS | Caliper | Visible performance | Treatment effects | Non-overlapping support problem
Journal Article
Health Economics, ISSN 1057-9230, 04/2006, Volume 15, Issue 4, pp. 329 - 343
Journal Article
Ecological Economics, ISSN 0921-8009, 12/2017, Volume 142, pp. 70 - 80
Cannabis agriculture is a multi-billion dollar industry, yet the factors driving the spatial location of cannabis production are not well understood. That... 
GIS | Spatial Modeling | Marijuana | Heckman Models | Illegal Drugs | UNITED-STATES | BIODIVERSITY | ENVIRONMENTAL SCIENCES | LAND-USE CHANGE | CALIFORNIA | ECOLOGY | ECONOMICS | ENVIRONMENTAL STUDIES | IMPACTS | CULTIVATION | SAMPLE SELECTION | 2-PART MODELS | Agriculture | Models | Analysis | Marijuana industry | Plants
Journal Article
Economics Letters, ISSN 0165-1765, 10/2012, Volume 117, Issue 1, pp. 365 - 367
We highlight a subtle identification problem that afflicts models for non-negative data in which the conditional expectation is specified as the product of a... 
Zero-inflated models | Poisson-logit | Underreporting | Two-part models | ECONOMICS | 2-PART MODEL
Journal Article
Journal of Economic Surveys, ISSN 0950-0804, 02/2000, Volume 14, Issue 1, pp. 53 - 68
This paper gives a short overview of Monte Carlo studies on the usefulness of Heckman’s (1976, 1979) two‐step estimator for estimating selection models. Such... 
Two‐Part model | Sample selection model | Estimator performance | OLS | Two-part model | REGRESSION | sample selection model | estimator performance | two-part model | BIAS | STATISTICAL-MODELS | LEAST-SQUARES | 2-STEP ESTIMATOR | CHOICE | LIKELIHOOD ESTIMATOR | DEMAND | LIMITED DEPENDENT VARIABLES | ECONOMICS | 2-PART MODELS
Journal Article