- Stratified scars: social inequality in the labour market consequences of apprenticeship dropout
2026/03/27 by Kerstin Ostermann, Alexander Patzina, Katy Morris · 2 voices
Economics, Econometrics and Finance · Social Sciences · #Apprenticeship #Disadvantaged #Dropout (neural networks) #German #Inequality #Instrumental variable #Intergenerational and Educational Inequality Studies #Labor market dynamics and wage inequality #Social inequality #Social stratification #Unemployment #Youth Education and Societal Dynamics
- Leniency Designs: An Operator's Manual
2025/11/05 by Paul Goldsmith-Pinkham, Peter Hull, Goldsmith-Pinkham, Paul +3 · 2 voices · 1 citation
Business, Management and Accounting · Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Estimator #Innovation Policy and R&D #Instrumental variable #Intellectual Property and Patents #Jackknife resampling #Key (lock) #Omitted-variable bias #Value (mathematics)
- Doubly robust machine learning for an instrumental variable study of surgical care for cholecystitis
2023/07/12 by Kenta Takatsu, A.H. Levis, Takatsu, Kenta +7 · 1 citation
Mathematics · Medicine · #Acute cholecystitis #Advanced Causal Inference Techniques #Applications (stat.AP) #Artificial intelligence #Causal inference #Cholecystitis #Computer science #Econometrics #Economics #Estimation #Estimator #FOS: Computer and information sciences #Gallbladder #Inference #Instrumental variable #Machine learning #Mathematics #Medicine #Methodology (stat.ME) #Randomized controlled trial #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics #Surgery #Variable (mathematics)
- Robustness Against Weak or Invalid Instruments: Exploring Nonlinear Treatment Models with Machine Learning
2022/03/24 by Zijian Guo, Guo, Zijian, Zheng, Mengchu +1 · 1 citation
Computer Science · Mathematics · #Advanced Causal Inference Techniques #Algorithm #Artificial intelligence #Bayesian Modeling and Causal Inference #Causal inference #Computer science #Econometrics #Estimator #FOS: Computer and information sciences #FOS: Mathematics #Identification (biology) #Inference #Instrumental variable #Machine Learning (stat.ML) #Machine learning #Mathematics #Methodology (stat.ME) #Nonlinear system #Robustness (evolution) #Statistical Methods and Inference #Statistics #Statistics Theory (math.ST) #Variable (mathematics)
- The Demographic Effects of Colonialism: Forced Labor and Mortality in Java, 1834–1879
2021/12/20 by Pim de Zwart, Daniel Gallardo-Albarrán, Auke Rijpma · 1 citation
Economics, Econometrics and Finance · Social Sciences · #Asian Studies and History #Colonialism #Culture, Economy, and Development Studies #Demographic economics #Econometrics #Economics #Endogeneity #Geography #Historical Economic and Social Studies #Instrumental variable #Java
- Policy Learning With Observational Data
2021/01/01 by Susan Athey, Stefan Wager · 58 citations
Mathematics · #Advanced Causal Inference Techniques #Artificial intelligence #Causal inference #Computer science #Econometrics #Estimator #Instrumental variable #Leverage (statistics) #Machine learning #Mathematical optimization #Mathematics #Observable #Observational equivalence #Observational study #Regret #Selection (genetic algorithm) #Set (abstract data type) #Simplicity #Statistical Methods and Inference #Statistical Methods in Clinical Trials #Statistics #Variety (cybernetics)
- Does violence against civilians depress voter turnout? Evidence from Bosnia and Herzegovina
2020/05/07 by Caterina Alacevich, Dijana Zejcirovic · 1 citation
Psychology · Social Sciences · #Allegiance #Collective efficacy #Corruption and Economic Development #Criminology #Culture, Economy, and Development Studies #Demographic economics #Demography #Econometrics #Economics #Instrumental variable #Law #Political Conflict and Governance #Political science #Political violence #Politics #Psychology #Selection bias #Social psychology #Socioeconomic status #Sociology #Survey data collection #Turnout #Voting
- The Long-Term Costs of Government Surveillance: Insights from Stasi Spying in East Germany
2020/04/21 by Andreas Lichter, Max Löffler, Sebastian Siegloch · 1 voice · 7 citations
Economics, Econometrics and Finance · Social Sciences · #Capital (architecture) #Culture, Economy, and Development Studies #Demographic economics #Econometrics #Economic Policies and Impacts #Economic growth #Economics #Espionage #Geography #Government (linguistics) #Instrumental variable #Intergenerational and Educational Inequality Studies #Law #Political science #Term (time) #Unemployment
- Selective Machine Learning of the Average Treatment Effect with an Invalid Instrumental Variable
2019/07/27 by Baoluo Sun, Yifan Cui, Sun, Baoluo +3 · 1 citation
Mathematics · #Advanced Causal Inference Techniques #Artificial intelligence #Average treatment effect #Causal inference #Computer science #Consistency (knowledge bases) #Econometrics #Estimator #FOS: Computer and information sciences #Instrumental variable #Machine learning #Mathematics #Methodology (stat.ME) #Nonparametric statistics #Population #Robustness (evolution) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics #Variable (mathematics)
- The Intimate Link Between Income Levels and Life Expectancy: Global Evidence from 213 Years*
2019/04/23 by Michael Jetter, Sabine Laudage, David Stadelmann · 1 citation
Health Professions · Economics, Econometrics and Finance · Social Sciences · #Global Health Care Issues #Economic Growth and Productivity #Insurance, Mortality, Demography, Risk Management #Life expectancy #Panel data #Proxy (statistics) #Quantile regression #Demographic economics #Per capita income #Economics #Per capita #Instrumental variable #Causality (physics) #Demography #Econometrics #Population #Statistics #Sociology
- Education and Anti-Immigration Attitudes: Evidence from Compulsory Schooling Reforms across Western Europe
2018/11/15 by CHARLOTTE CAVAILLE, Charlotte Cavaillé, JOHN MARSHALL +1 · 32 citations
Psychology · Social Sciences · #Compulsory education #Demographic economics #Economics #Educational attainment #Feeling #Immigration #Immigration policy #Instrumental variable #Law #Migration and Labor Dynamics #Migration, Refugees, and Integration #Political science #Populism, Right-Wing Movements #Psychology #Social psychology
- A sociophonetic account of onset /s/ weakening in Salvadoran Spanish: Instrumental and segmental analyses
2018/07/01 by Franny D. Brogan, Mariška Bolyanatz · 1 citation
Psychology · Social Sciences · Arts and Humanities · Mathematics · #Phonetics and Phonology Research #Linguistic Variation and Morphology #Spanish Linguistics and Language Studies #Explanatory power #Contrast (vision) #Variation (astronomy) #Logistic regression #Psychology #Meaning (existential) #Instrumental variable #Linguistics #Social psychology #Econometrics #Statistics #Philosophy #Mathematics #Computer science #Artificial intelligence
- Dealing with endogeneity bias: The generalized method of moments (GMM) for panel data
2018/01/09 by Subhan Ullah, Pervaiz Akhtar, Ghasem Zaefarian · 41 citations
Business, Management and Accounting · Economics, Econometrics and Finance · #Corporate Finance and Governance #Corporate governance #Econometrics #Economics #Endogeneity #Energy, Environment, Economic Growth #Finance #Firm Innovation and Growth #Generalized method of moments #Instrumental variable #Ordinary least squares #Panel data #Simultaneity
- The Volume–Outcome Relationship Revisited: Practice Indeed Makes Perfect
2017/09/04 by Corinna Hentschker, Roman Mennicken · 25 citations
Mathematics · Medicine · #Advanced Causal Inference Techniques #Causality (physics) #Confounding #Covariate #Demographic economics #Econometrics #Economics #Endogeneity #Hip and Femur Fractures #Instrumental variable #Internal medicine #Mathematics #Medicine #Outcome (game theory) #Quality (philosophy) #Residence #Sample (material) #Statistics #Total Knee Arthroplasty Outcomes #Volume (thermodynamics)
- Endogeneity bias in marketing research: Problem, causes and remedies
2017/06/02 by Ghasem Zaefarian, Vita Kadile, Stephan C. Henneberg +1 · 8 citations
Business, Management and Accounting · Decision Sciences · Economics, Econometrics and Finance · #Advertising #Business #Causality (physics) #Consumer Market Behavior and Pricing #Econometrics #Economics #Endogeneity #Firm Innovation and Growth #Innovation Diffusion and Forecasting #Instrumental variable #Publication
- Preference for Boys, Family Size, and Educational Attainment in India
2017/05/08 by Adriana D. Kugler, Santosh Kumar · 1 citation
Social Sciences · Medicine · Health Professions · Psychology · #Demographic Trends and Gender Preferences #Global Maternal and Child Health #Global Health Care Issues #Endogeneity #Caste #Educational attainment #Girl #Preference #Instrumental variable #Birth order #Psychology #Demography #Test (biology) #Quality (philosophy) #Demographic economics #Developmental psychology #Economics #Economic growth #Political science #Sociology #Population #Econometrics
- Does emigration reduce corruption?
2017/03/20 by Artjoms Ivļevs, Roswitha M. King · 1 citation
Social Sciences · Computer Science · Economics, Econometrics and Finance · #Corruption and Economic Development #Economic Growth and Development #Taxation and Compliance Studies #Language change #Emigration #Public finance #Instrumental variable #Demographic economics #Economics #Survey data collection #Public economics #Business #Political science #Macroeconomics #Law
- Instrumental variables as bias amplifiers with general outcome and confounding
2017/02/15 by Peng Ding, P. Ding, T.J. Vanderweele +3 · 28 citations
Mathematics · #Advanced Causal Inference Techniques #Artificial intelligence #Causal inference #Computer science #Confounding #Covariate #Econometrics #Estimator #Inference #Instrumental variable #Mathematical economics #Mathematics #Observational study #Outcome (game theory) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics
- Causal effect of analyst following on corporate social responsibility
2016/08/23 by Binay Adhikari · 1 citation
Business, Management and Accounting · #Accounting #Agency (philosophy) #Auditing, Earnings Management, Governance #Business #Causality (physics) #Corporate Finance and Governance #Corporate Social Responsibility Reporting #Corporate governance #Corporate social responsibility #Econometrics #Economics #Finance #Identification (biology) #Instrumental variable #Political science #Principal–agent problem #Public relations
- Entrepreneurship, small businesses and economic growth in cities
2016/07/28 by Yong Suk Lee · 1 citation
Economics, Econometrics and Finance · #Regional Economics and Spatial Analysis #Housing Market and Economics #Spatial and Panel Data Analysis #Entrepreneurship #Payroll #Metropolitan area #Economics #Spillover effect #Labour economics #Wage #Wage growth #Instrumental variable #Econometrics #Macroeconomics #Geography
- Does Brain Drain Lead to Institutional Gain?
2016/06/01 by Xiaoyang Li, John McHale, Xuan Zhou · 3 citations
Social Sciences · #Culture, Economy, and Development Studies #Migration and Labor Dynamics #Intergenerational and Educational Inequality Studies #Emigration #Human capital #Endowment #Brain drain #Economics #Argument (complex analysis) #Estimation #Politics #Instrumental variable #Quality (philosophy) #Capital (architecture) #Labour economics #Demographic economics #Economic growth #Political science #Geography #Econometrics
- Effect of corruption on healthcare satisfaction in post-soviet nations: A cross-country instrumental variable analysis of twelve countries
2016/01/28 by Nazim Habibov · 1 citation
Health Professions · Economics, Econometrics and Finance · Social Sciences · Psychology · #Global Health Care Issues #Healthcare Systems and Reforms #Corruption and Economic Development #Instrumental variable #Language change #Health care #Developing country #Variables #Variable (mathematics) #Sample (material) #Demographic economics #Regression analysis #Causality (physics) #Political science #Psychology #Economics #Economic growth #Econometrics #Statistics
- Responsiveness of Crop Yield and Acreage to Prices and Climate
2015/05/29 by Ruiqing Miao, Madhu Khanna, Haixiao Huang · 12 citations
Agricultural and Biological Sciences · Economics, Econometrics and Finance · #Agricultural economics #Agricultural risk and resilience #Agronomy #Biology #Climate Change Policy and Economics #Climate change #Crop #Ecology #Econometrics #Economics #Economics of Agriculture and Food Markets #Endogeneity #Environmental science #Instrumental variable #Production (economics) #Yield (engineering)
- Female Migration, Cultural Context, and Son Preference in Rural China
2015/03/02 by Yao Lu, Ran Tao · 1 citation
Medicine · Social Sciences · #China #Context (archaeology) #Demographic Trends and Gender Preferences #Demographic economics #Demography #Economics #Endogeneity #Geography #Global Maternal and Child Health #Human migration #Instrumental variable #Population #Preference #Sociology
- Examining the Relationship between the Use of Supermarkets and Over‐nutrition in Indonesia
2015/01/06 by Wendy J. Umberger, Xiaobo He, Nicholas Minot +1 · 7 citations
Agricultural and Biological Sciences · Medicine · Nursing · #Body mass index #Business #Child Nutrition and Water Access #Control (management) #Demographic economics #Econometrics #Economics #Endogeneity #Environmental health #Food Security and Socioeconomic Dynamics #Instrumental variable #Medicine #Obesity, Physical Activity, Diet #Overweight #Unobservable
- Returns to skills around the world: Evidence from PIAAC
2014/11/17 by Eric A. Hanushek, Guido Schwerdt, Simon Wiederhold +1 · 31 citations
Economics, Econometrics and Finance · Psychology · Social Sciences · #Accounting #Cognition #Cognitive skill #Demographic economics #Earnings #Econometrics #Economic Growth and Productivity #Economic growth #Economics #Educational attainment #Geography #Human capital #Instrumental variable #Intergenerational and Educational Inequality Studies #Labor market dynamics and wage inequality #Labour economics #Literacy #Numeracy #Psychology #Quarter (Canadian coin) #Wage
- Efficient Design for Mendelian Randomization Studies: Subsample and 2-Sample Instrumental Variable Estimators
2013/07/17 by B. L. Pierce, Brandon L. Pierce, Stephen Burgess +1 · 49 citations
Biochemistry, Genetics and Molecular Biology · Mathematics · Medicine · #Advanced Causal Inference Techniques #Biology #Computer science #Confidence interval #Data set #Econometrics #Estimator #Genetic Associations and Epidemiology #Genetic and phenotypic traits in livestock #Genetic variants #Genetics #Instrumental variable #Mathematics #Medicine #Mendelian randomization #Null hypothesis #Outcome (game theory) #Sample size determination #Statistical power #Statistics
- Clientelism Versus Social Learning: The Electoral Effects of International Migration
2013/05/06 by Tobias Pfütze · 2 citations
Social Sciences · #International Development and Aid #Electoral Systems and Political Participation #Politics and Society in Latin America #Clientelism #Emigration #Voting #Democracy #Incentive #Politics #Economics #Power (physics) #State (computer science) #Demographic economics #Affect (linguistics) #Survey data collection #Political economy #Instrumental variable #Political science #Development economics #Sociology #Microeconomics #Econometrics
- The Impact of Family Income on Child Achievement: Evidence from the Earned Income Tax Credit
2012/08/01 by Gordon B Dahl, Gordon B. Dahl, Lance Lochner · 51 citations
Business, Management and Accounting · Social Sciences · #Adjusted gross income #Demographic economics #Disadvantaged #Earned income tax credit #Econometrics #Economic growth #Economics #Family income #Financial Literacy, Pension, Retirement Analysis #Gender, Labor, and Family Dynamics #Gross income #Income tax #Instrumental variable #Labour economics #Public economics #School Choice and Performance #State income tax #Tax credit #Tax reform #Test (biology)
- How Financial Literacy Affects Household Wealth Accumulation
2012/05/01 by Jere R Behrman, Jere R. Behrman, Olivia S Mitchell +5 · 27 citations
Business, Management and Accounting · Health Professions · Social Sciences · #Demographic economics #Econometrics #Economic growth #Economics #Educational attainment #Finance #Financial Literacy, Pension, Retirement Analysis #Financial literacy #Global Health Care Issues #Instrumental variable #Insurance, Mortality, Demography, Risk Management #Labour economics #Literacy
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