Details about Alyssa Carlson

Access statistics for papers by Alyssa Carlson.

Last updated 2024-05-24. Update your information in the RePEc Author Service.

Short-id: pca1490

Working Papers

2024

1. Addressing Attrition in Nonlinear Dynamic Panel Data Models with an Application to Health
   Working Papers, Department of Economics, University of Missouri View citations (1)
2. Heckman sample selection estimators under heteroskedasticity
   Working Papers, Department of Economics, University of Missouri
   Also in Working Papers, Department of Economics, University of Missouri (2023)
   See also Journal Article Heckman sample-selection estimators under heteroskedasticity, Stata Journal, StataCorp LLC (2025) (2025)
3. Heteroskedasticity and heterogeneity in sample-selection models
   Economics Virtual Symposium 2024, Stata Users Group
4. Identification of a triangular random coefficient model using a correction function
   Working Papers, Department of Economics, University of Missouri
   Also in Working Papers, Department of Economics, University of Missouri (2022)
   Working Papers, Department of Economics, University of Missouri (2024)

2023

5. Addressing Sample Selection Bias for Machine Learning Methods
   Working Papers, Department of Economics, University of Missouri
   Also in Working Papers, Department of Economics, University of Missouri (2023)
   Working Papers, Department of Economics, University of Missouri (2021)
   Working Papers, Department of Economics, University of Missouri (2021)
   See also Journal Article Addressing sample selection bias for machine learning methods, Journal of Applied Econometrics, John Wiley & Sons, Ltd. (2024) (2024)
6. Sample Selection in Linear Panel Data Models with Heterogeneous Coefficients
   Working Papers, Department of Economics, University of Missouri
   Also in Working Papers, Department of Economics, University of Missouri (2022) View citations (1)
   Working Papers, Department of Economics, University of Missouri (2021)
   Working Papers, Department of Economics, University of Missouri (2023)
   Working Papers, Department of Economics, University of Missouri (2021)
   See also Journal Article Sample selection in linear panel data models with heterogeneous coefficients, Journal of Applied Econometrics, John Wiley & Sons, Ltd. (2024) (2024)

2022

7. gtsheckman: Generalized two-step Heckman estimator
   2022 Stata Conference, Stata Users Group View citations (1)
   See also Journal Article gtsheckman: Generalized two-step Heckman estimator, Stata Journal, StataCorp LLC (2024) (2024)

2021

8. Relaxing Conditional Independence in an Endogenous Binary Response Model
   Working Papers, Department of Economics, University of Missouri
   Also in Working Papers, Department of Economics, University of Missouri (2020)
   See also Journal Article Relaxing conditional independence in an endogenous binary response model, Journal of Econometrics, Elsevier (2023) (2023)

Journal Articles

2025

1. Heckman sample-selection estimators under heteroskedasticity
   Stata Journal, 2025, 25, (1), 212-236
   See also Working Paper Heckman sample selection estimators under heteroskedasticity, Working Papers (2024) (2024)

2024

2. Addressing sample selection bias for machine learning methods
   Journal of Applied Econometrics, 2024, 39, (3), 383-400
   See also Working Paper Addressing Sample Selection Bias for Machine Learning Methods, Working Papers (2023) (2023)
3. Sample selection in linear panel data models with heterogeneous coefficients
   Journal of Applied Econometrics, 2024, 39, (2), 237-255
   See also Working Paper Sample Selection in Linear Panel Data Models with Heterogeneous Coefficients, Working Papers (2023) (2023)
4. gtsheckman: Generalized two-step Heckman estimator
   Stata Journal, 2024, 24, (4), 687-710
   See also Working Paper gtsheckman: Generalized two-step Heckman estimator, 2022 Stata Conference (2022) View citations (1) (2022)

2023

5. Relaxing conditional independence in an endogenous binary response model
   Journal of Econometrics, 2023, 232, (2), 490-500
   See also Working Paper Relaxing Conditional Independence in an Endogenous Binary Response Model, Working Papers (2021) (2021)

2019

6. Parametric Identification of Multiplicative Exponential Heteroscedasticity
   Oxford Bulletin of Economics and Statistics, 2019, 81, (3), 686-696 View citations (3)

Software Items

2024

1. GTSHECKMAN: Stata module to compute a generalized two-step Heckman selection model
   Statistical Software Components, Boston College Department of Economics