Search Results

Heckman sample selection estimators under heteroskedasticity,
Alyssa Carlson and Wei Zhao, from Department of Economics, University of Missouri (2023)
Keywords: st0001, sample selection, heteroskedasticty, Bruesh–Pagan test, Hausman test

Heckman sample selection estimators under heteroskedasticity,
Alyssa Carlson and Wei Zhao, from Department of Economics, University of Missouri (2024)
Keywords: sample selection, heteroskedasticty, Bruesh–Pagan test, Hausman test

Estimation of the female labor supply models by Heckman’s two-step estimator and the maximum likelihood estimator,
Kazumitsu Nawata, in Mathematics and Computers in Simulation (MATCOM) (2004)
Keywords: Female labor supply; Sample selection bias; Maximum likelihood estimator; Heckman’s two-step estimator;

RESWAGE: Stata module to estimate a reservation wage model with endogenous selection,
John Reynolds, from Boston College Department of Economics (2005)
Keywords: reservation wage, Heckman, selection, endogeneity

Marginal Effects and Significance Testing with Heckman's Sample Selection Model: A Methodological Note,
Colin Vance, from RWI - Leibniz-Institut für Wirtschaftsforschung (2006)
Keywords: Heckman model, statistical significance, delta method, nonparametric bootstrap, dispute severity

Estimation and interpretation of a Heckman selection model with endogenous covariates,
Jörg Schwiebert, in Empirical Economics (2015)
Keywords: Sample selection model, Endogenous covariates, Gender wage gap, Composition of the female workforce, Female labor force participation, C21, C24, C26, J21, J31,

FIXEDRHO: Stata module to estimate treatment and selection models with fixed rho,
Jonathan Cook, from Boston College Department of Economics (2022)
Keywords: treatment, sample selection, biprobit, etregress, heckman, heckprobit

A GMM-Based Test for Normal Disturbances of the Heckman Sample Selection Model,
Michael Pfaffermayr, in Econometrics (2014)
Keywords: sample selection model; GMM; normality; pseudo-score LM test

Explaining destinations and volumes of international arms transfers: A novel network Heckman selection model,
Oliver Pamp, Michael Lebacher, Paul W. Thurner and Eva Ziegler, in European Journal of Political Economy (2021)
Keywords: Arms trade; Network analysis; Heckman; Gravity equation; Maximum likelihood;

Revisiting the Composition of the Female Workforce - A Heckman Selection Model with Endogeneity,
Jörg Schwiebert, from Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät (2012)
Keywords: Sample selection model, endogenous covariates, gender wage gap, composition of the female workforce, female labor force participation

Le traitement du biais de selection endogene dans les enquetes aupres des menages par modele de Heckman,
L. Castell and Patrick Sillard, from Institut National de la Statistique et des Etudes Economiques (2021)
Keywords: non-response, Heckman model, survey, sampling

XTHECKMANFE: Stata module to fit panel data models in the presence of endogeneity and selection,
Fernando Rios-Avila, from Boston College Department of Economics (2021)
Keywords: xtheckman, heckman, xtreg, probit, selection, panel, instrumental variables

Correcting for Self-selection Based Endogeneity in Management Research: Review, Recommendations and Simulations,
Joseph Clougherty, Tomaso Duso and Johannes Muck, in EconStor Open Access Articles and Book Chapters (2016)
Keywords: Endogeneity, Endogenous Treatment, Heckman, Selection Effects, Switching Regressions Model

Interaction effects of socioeconomic factors on long-distance commuting after disentangling residential self-selection: An empirical study in Xiamen, China,
Yongling Li, Stan Geertman, Pieter Hooimeijer, Yanliu Lin, Haoran Yang and Linchuan Yang, in Journal of Transport Geography (2022)
Keywords: Heckman's sample selection; Spatial mismatch; Long-distance commuting; Residential choice;

Redressements de la premiere vague de l’enquete EpiCov: un exemple de correction des effets de selection dans les enquetes multimodes,
L. Castell, C. Favre-Martinoz, N. Paliod and P. Sillard, from Institut National de la Statistique et des Etudes Economiques (2023)
Keywords: EpiCov, enquete, multimode, selection endogene, modele d’Heckman, non-reponse

Generalized Selection Bias and The Decomposition of Wage Differentials,
Myeong-Su Yun, from Institute of Labor Economics (IZA) (1999)
Keywords: Bayesian sampling, semi-parametric, Heckman’s two-step method, discrimination, Decomposition analysis of wage differentials, generalized selection bias, maximum likelihood estimation

Robust misspecification tests for the Heckman’s two-step estimator,
Gabriel Montes-Rojas, from Department of Economics, City University London (2008)
Keywords: Heckman’s two-step; LM tests; Neyman’s C(α) tests

Measuring teaching quality in higher education: assessing selection bias in course evaluations,
Maarten Goos and Anna Salomons, in Research in Higher Education (2017)
Keywords: Education quality, Student evaluations of teaching (SET), Sample selection bias, Heckman selection model

Selection Bias and the Decomposition of Wage Differentials,
Myeong-Su Yun, from Rutgers University, Department of Economics (2000)
Keywords: decomposition analysis of wage differentials; discrimination; Heckman's two-step method; maximum likelihood estimation; selection bias;

Sample selection bias with multiple dependent selection rules: an application to survey data analysis with multilevel nonresponse,
Alireza Rezaee, Mojtaba Ganjali and Ehsan Bahrami Samani, in Swiss Journal of Economics and Statistics (2022)
Keywords: Establishment survey, Heckman model, Multivariate sample selection model, Nonresponse mechanism, Probit model, Truncated normal distribution

A Heckman Selection- t Model,
Yulia V. Marchenko and Marc G. Genton, in Journal of the American Statistical Association (2012)

Waiting times and socioeconomic status: Does sample selection matter?,
Anurag Sharma, Luigi Siciliani and Anthony Harris, in Economic Modelling (2013)
Keywords: Hospital waiting times; Socio-economic gradient; Quantile regression with sample selection; Heckman model;

Collinearity and Two-Step Estimation of Sample Selection Models: Problems, Origins, and Remedies,
Siu Leung and Shih-Ti Yu, in Computational Economics (2000)
Keywords: sample selection, Heckman's two-step method, collinearity problem, remedy, Monte Carlo experiment, wage equation

Cultural distance in international films: An empirical investigation of a sample selection model,
Wen-jhan Jane, in Journal of Economics and Business (2021)
Keywords: Box office revenues; Cultural distance; Heckman selection model; Hollywood movies; Motion-picture industry;

Overview about bias in customer satisfaction surveys and focus on self-selection error,
Giovanna Nicolini and Luciana Dalla Valle, from Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano (2009)
Keywords: Customer Satisfaction Surveys, Self-Selection Error, Propensity Score Matching, Two-step Heckman's procedure, Hierarchical Bayesian approach

Waiting times and socioeconomic status: does sample selection matter?,
A. Sharma, Luigi Siciliani and Anthony Harris, from HEDG, c/o Department of Economics, University of York (2011)
Keywords: Hospital Waiting Times; Socio-economic Gradient; Quantile regression with sample selection; Heckman model

Sample Selection Models for Panel Data: Application to Labor Force Participation in India,
Sutirtha Bandyopadhyay and Soham Sahoo, from Springer (2023)
Keywords: Sample selection bias, Heckman model, Panel data, Female labor force participation, MGNREGS

Household Choice of Financial Borrowing and Its Source: Multinomial Probit Model with Selection,
Kanika Rana and Brinda Viswanathan, from Madras School of Economics,Chennai,India (2019)
Keywords: Household credit and sources, formal and informal institution, microfinance institutions, multinomial probit, Heckman selection

Sample selection models for discrete and other non-Gaussian response variables,
Adelchi Azzalini, Hyoung-Moon Kim and Hea-Jung Kim, in Statistical Methods & Applications (2019)
Keywords: Sample selection, Selection bias, Heckman model, Binary variables, Skew-normal distribution, Count data, Symmetry-modulated distributions, Skew-symmetric distributions

Bivariate symmetric Heckman models and their characterization,
Helton Saulo, Roberto Vila, Shayane S. Cordeiro and Víctor Leiva, in Journal of Multivariate Analysis (2023)
Keywords: Heckman models; Multivariate elliptically contoured distributions; Symmetric distributions; Varying correlation and dispersion;

Diversification strategy, CEO management style and firm performance: an application of Heckman’s two-stage method,
Almudena Martínez-Campillo and Roberto Fernández-Gago, in Quality & Quantity: International Journal of Methodology (2011)
Keywords: Diversification strategy, CEO management style, Firm performance, Heckman’s two-stage method,

Addressing care-seeking as well as insurance-seeking selection biases in estimating the impact of health insurance on out-of-pocket expenditure,
Shehzad Ali, Richard Cookson and Mark Dusheiko, in Social Science & Medicine (2017)
Keywords: Vietnam; Health insurance; Selection bias; Endogeneity; Heckman model; Low-income countries;

A Semi-Parametric Approach to the Oaxaca–Blinder Decomposition with Continuous Group Variable and Self-Selection,
Fernando Rios-Avila, in Econometrics (2019)
Keywords: Oaxaca–Blinder Decomposition; heckman selection; semi-parametric; endogeneity; kernel; non-linear; BMI; Body weight; wages differentials

Trends in China’s gender employment and pay gap: Estimating gender pay gaps with employment selection,
Wei Chi and Bo Li, in Journal of Comparative Economics (2014)
Keywords: Gender pay gap; Gender employment gap; Heckman selection correction; Bounds; Instrumental variable;

A Semi-Parametric Approach to the Oaxaca-Blinder Decomposition with Continuous Group Variable and Self-Selection,
Fernando Rios-Avila, from Levy Economics Institute (2019)
Keywords: Oaxaca-Blinder Decomposition; Heckman Selection; Heckit; Semiparametric; Kernel; Nonlinear; Body Mass Index; Weight; Wages

Robust Misspecification Tests for the Heckman's Two-Step Estimator,
Gabriel Montes-Rojas, in Econometric Reviews (2011)
Keywords: Heckman's two-step, LM tests, Neyman's C(α) tests,

The more you know, the better: A Heckman repeat-sales price index,
Marilena Vecco, Simeng Chang and Roberto Zanola, in The Quarterly Review of Economics and Finance (2022)
Keywords: Returns; Heckman; Picasso; Repeat sales; Hedonic prices;

Overview about bias in Customer Satisfaction Surveys and focus on self-selection error,
Giovanna Nicolini and Luciana Dalla Valle, from Universitá degli Studi di Milano (2009)
Keywords: Self-selection errors, Propensity score matching, Two-step Heckman procedure, Hierarchical bayesian approach, Nonlinear Principal Component Analysis,

James J. Heckman (1944–),
Richard Blundell and Flávio Cunha, from Springer (2022)
Keywords: Microeconometrics, Selection models, Matching methods, Labour supply, Human capital, Income inequality, Returns to education, Labour market dynamics, Duration models, Unobserved heterogeneity, Programme evaluation

ÇUKUROVA ÜNİVERSİTESİ ÖĞRENCİLERİNİN SİGARA KULLANIMININ ARAŞTIRILMASI: İKİ AŞAMALI HECKMAN YÖNTEMİ,
Halil İbrahim Keski̇n, in Academic Review of Humanities and Social Sciences (2019)
Keywords: Sigara Tüketimi; Heckman’ın İki Aşmalı Yöntemi; Üniversite Öğrencileri

Review of Tobit, Heckman and double hurdle econometric models: supported with evidences from the studies conducted in Ethiopia,
Adem Kelifa, in SN Business & Economics (2023)
Keywords: Double hurdle, Econometric model, Heckman, Tobit

Heckman method and switching regression model multivariate generalization,
Elena Kossova and Bogdan Potanin, in Applied Econometrics (2018)
Keywords: sample selection; switching regression model

Türkiye’de Sigara Talebinin Analizi: İki aşamalı Heckman Süreci,
Seval Çamoğlu, from Ekonomik Yaklasim Association (2013)
Keywords: Sigara talebi, Hanehalkı mikro veri, Heckman modeliClassification-JEL: D03, D12, D18

Second Order Approximation for the Average Marginal Effect of Heckman's Two Step Procedure,
Alpaslan Akay and Elias Tsakas, from University of Gothenburg, Department of Economics (2006)
Keywords: Heckman's two step estimator; average marginal effect; marginal effect of the average individual; earnings assimilation

The Sample Selection Model from a Method of Moments Perspective,
Erik Meijer and Tom Wansbeek, in Econometric Reviews (2007)
Keywords: GMM, Heckman estimator, Tobit,

Evolving consumer trends for whey protein sports supplements: the Heckman ordered probit estimation,
Cian Keogh, Chenguang Li and Zhifeng Gao, in Agricultural and Food Economics (2019)
Keywords: Whey protein, Consumer behavior, Food and nutrition, Heckman ordered probit

An explanation of the relationship between adults’ work trip mode and children’s school trip mode through the Heckman approach,
Devajyoti Deka, in Journal of Transport Geography (2013)
Keywords: Mobility; School trips; Children’s travel; Mode choice; Heckman model;

Self-selection bias and manufacturing firms' demand for water recirculation,
Steven Renzetti, Joel Bruneau and Michel Villeneuve, from Brock University, Department of Economics (2009)
Keywords: water demand, rericulation, Heckman

A Heckman selection model for the safety analysis of signalized intersections,
Xuecai Xu, S C Wong, Feng Zhu, Xin Pei, Helai Huang and Youjun Liu, in PLOS ONE (2017)

The Heckman Correction for Sample Selection and Its Critique,
Patrick Puhani, in Journal of Economic Surveys (2000)

Scoring by usage,
J Banasik, J Crook and L Thomas, in Journal of the Operational Research Society (2001)
Keywords: credit scoring, Heckman, selection model

The labor supply of registered nurses in Finland: the effect of wages and working conditions,
T. Kankaanranta and P. Rissanen, in The European Journal of Health Economics (2009)
Keywords: Nurses’ labor supply, Heckman, Selection,

The impact of state capacity on the cross-country variations in COVID-19 vaccination rates,
Dragan Tevdovski, Petar Jolakoski and Viktor Stojkoski, from University Library of Munich, Germany (2021)
Keywords: state capacity, COVID-19, Heckman selection

Private information and limitations of Heckman's estimator in banking and corporate finance research,
Randall C. Campbell and Gregory L. Nagel, in Journal of Empirical Finance (2016)
Keywords: Private information; Self-selection; Sample selection; Omitted variables;

Determinants of small-scale business owners’ participation in formal microcredit markets in Sudan,
Abbas Magboul and Rashid Hassan, in Journal of Developing Areas (2016)
Keywords: Micro and Small enterprises, Heckman selection model, microcredit

The effectiveness of tracks of diplomacy strategies in third-party interventions,
Tobias Bohmelt, in Journal of Peace Research (2010)
Keywords: Heckman selection model, mediation effectiveness, tracks of diplomacy

An Investigation on the R&D Expenditures in Turkey: A Firm-Level Approach,
Mehmet Fatih Tras, Esra Balli and Ciler Sigeze, in International Journal of Economics and Finance (2016)
Keywords: R&D decision, Heckman selection model, Turkey

The effect of clubs’ bargaining power on football player’s transfer value,
Denis Orlov, in Applied Econometrics (2015)
Keywords: free transfer; Heckman procedure; sample selection bias

Export subsidies in a heterogeneous firms framework,
Christian Helmers and Natalia Trofimenko, from Kiel Institute for the World Economy (IfW Kiel) (2009)
Keywords: Export subsidies, exports, Heckman selection, System GMM

Pricing of Cricketers: The Experience of Two IPL Auctions,
Ajit Karnik, in International Journal of Sport Finance (2013)
Keywords: hedonic pricing, cricket, quantile regressions, Heckman selection

Perceptions about switchgrass and land allocation decisions: Evidence from a farmer survey in Missouri,
Pralhad Burli, Pankaj Lal, Bernabas Wolde, Shibu Jose and Sougata Bardhan, in Land Use Policy (2021)
Keywords: Switchgrass; Bioenergy; Cellulosic; Missouri; Heckman selection model;

Determinants of Access to Formal Credit by the Poor Households,
Mduduzi Biyase and Bianca Fisher, in Studia Universitatis Babeș-Bolyai Oeconomica (2017)
Keywords: formal credit, poor households, Heckman selection and NIDS

Poverty and living arrangements among youth in Spain, 1980-2005,
Sara Ayllón, in Demographic Research (2009)
Keywords: living arrangements, youth poverty, Heckman selection probit

Export Decision and Export Performance of Manufacturing Firms an Experience from Indian Organized Sector,
Paramita Roy Biswas and Simontini Das, from Springer (2023)
Keywords: Export performance, Technical efficiency, Heckman-selection model

Determinants of Rice Marketed Surplus in Togo: A Heckman Two-Stage Selection Approach,
Serge Adjognon, Anwar Naseem, Aliou Diagne and Latha Nagarajan, from Agricultural and Applied Economics Association (2013)
Keywords: Crop Production/Industries, Demand and Price Analysis, Food Consumption/Nutrition/Food Safety

Heckman-Selection or Two-Part models for alcohol studies? Depends,
Reka Sundaram-Stukel, from arXiv.org (2023)

Foul or Fair? The Heckman Correction for Sample Selection and Its Critique. A Short Survey,
Patrick Puhani, from ZEW - Leibniz Centre for European Economic Research (1997)

Racial/Ethnic disparities in high return investment ownership: a Heckman selection model,
Guangyi N. Wang and Sherman D. Hanna, in Applied Economics Letters (2019)

Marginal effects and significance testing with Heckman's sample selection model: a methodological note,
Colin Vance, in Applied Economics Letters (2009)

The Politics of EU Eastern Enlargement: Evidence from a Heckman Selection Model,
Thomas Plümper, Christina J. Schneider and Vera E. Troeger, in British Journal of Political Science (2006)

Wage Trends and Correction for Sample Selection: A Comparison of Blau and Beller and Heckman Procedures,
Michael P Kidd and Xin Meng, from Tasmania - Department of Economics (1995)
Keywords: WAGES;ECONOMETRICS

Consistency of Heckman-type two-step estimators for the multivariate sample-selection model,
Harald Tauchmann, in Applied Economics (2010)

Sample selection bias and Heckman models in strategic management research,
S. Trevis Certo, John R. Busenbark, Hyun‐soo Woo and Matthew Semadeni, in Strategic Management Journal (2016)

The Use of Official Statistics in Self-Selection Bias Modeling,
Luciana Dalla Valle, in Journal of Official Statistics (2016)
Keywords: Bayes theorem, copulas, Heckman’s two-step method, informative priors, small and medium-sized enterprizes

Equilibrium Selections,
Heracles M. Polemarchakis, Beth Allen and Jayasri Dutta, from HAL (1994)
Keywords: Equilibrium,Selections

Does Fiscal Decentralization Mitigate Domestic Terrorism?,
Arzaghi Mohammad and Gaibulloev Khusrav, in Peace Economics, Peace Science, and Public Policy (2024)
Keywords: domestic terrorism, fiscal decentralization, sample selection, Heckman selection model

The definition of sexual selection,
David M Shuker, Charlotta Kvarnemo and Leigh Simmons, in Behavioral Ecology (2021)
Keywords: natural selection, sexual selection

Web based health surveys: Using a Two Step Heckman model to examine their potential for population health analysis,
Karyn Morrissey, Peter Kinderman, Eleanor Pontin, Sara Tai and Mathias Schwannauer, in Social Science & Medicine (2016)
Keywords: United Kingdom; Depression; Web-based surveys; Sample selection bias; Two step probit selection model;

Women’s labor participation and the use of time in house hold care in Mexico,
Armando Sánchez Vargas, Ana Liz Herrera Merino and Ignacio Perrotini Hernández, in Contaduría y Administración (2015)
Keywords: Female labor supply; Household care; Household work; Time use; Heckman’s selection model

Wage differentials by gender in Venezuela (1997-1998): A two-step estimation approach,
Geniled Pabón Valiente and Josefa Ramoni Perazzi, in Economía (2007)
Keywords: Wage differentials by gender in Venezuela; selection bias; Heckman´s two step method.

Couples’ arts participation: assessing individual and joint time use,
Elisabetta Lazzaro and Carlofilippo Frateschi, in Journal of Cultural Economics (2017)
Keywords: Arts participation, Time use, Social interactions, Heckman’s sample selection model

Estimating willingness to pay with the stochastic payment card design: further evidence from rural Cameroon,
William Fonta, Hyacinth Ichoku and Kanayo Ogujiuba, in Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development (2010)
Keywords: Cameroon, Field test, SPC design, Sample selection bias, Heckman’s 2-step estimator,

Einflussfaktoren betrieblichen Weiterbildungshandelns im internationalen Vergleich,
Ralf Mytzek-Zühlke, in AStA Wirtschafts- und Sozialstatistisches Archiv (2007)
Keywords: Betriebliche Weiterbildung, Europäische Weiterbildungserhebung, Institutionen, Heckman-Selektionsmodell , Continuing vocational training, CVTS 2, Institutions, Heckman selection model ,

Demand for Indoor Air Pollution Abatement Interventions,
Helen Hoka Osiolo and Peter Kimuyu, in Biophysical Economics and Resource Quality (2017)
Keywords: Demand, Indoor air pollution, Heckman’s sample selection model, Energy sources

THE EFFECTS OF TAX CHANGES ON TOBACCO CONSUMPTION IN THAILAND,
Bird Chonviharnpan and Phil Lewis, in The Singapore Economic Review (SER) (2018)
Keywords: Heckman’s sample selection method, demographic characteristics, tobacco expenditures, extended linear expenditure system, demand elasticities

Dilatoriness of the banking enterprise debt in Spain, 1992-2003,
Sonia Ruano-Pardo and Vicente Salas-Fumás, from Banco de España (2006)
Keywords: default of bank debt, non financial firms, heckman’s selection model, financial stability, financial distress

Selection in Banking,
Nicola Cetorelli and Douglas Leonard, from Federal Reserve Bank of New York (2019)
Keywords: Banking; Selection; Conglomeration

Effectiveness of the Public Work Program in Slovenia,
Laura Juznik Rotar, in Managing Global Transitions (2011)
Keywords: active employment policies, evaluation, Heckman procedure, selection, treatment effects

Handling Protest Responses in Contingent Valuation Surveys,
Mark Pennington, Manuel Gomes and Cam Donaldson, in Medical Decision Making (2017)
Keywords: Heckman selection; multiple imputation; contingent valuation; missing data; EuroVaQ

Social Network and Job Quality: Evidence from Cameroon,
Thierry Yogo, from University Library of Munich, Germany (2011)
Keywords: Social Network, Job quality, Heckman selection model, Ordered Logit