IZA - All published DPs

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No. Author(s) Title JEL Class.
12081 Achim Ahrens
Christian B. Hansen
Mark E Schaffer
lassopack: Model Selection and Prediction with Regularized Regression in Stata
This article introduces lassopack, a suite of programs for regularized regression in Stata. lassopack implements lasso, square-root lasso, elastic net, ridge regression, adaptive lasso and ...
(published in: Stata Journal, 2020, 20 (1), 176-235. )
C53, C55, C87
12080 Volker Grossmann
Aderonke Osikominu
Let the Data Speak? On the Importance of Theory-Based Instrumental Variable Estimations
In absence of randomized controlled experiments, identification is often aimed via instrumental variable (IV) strategies, typically two-stage least squares estimations. According to Bayes' rule, ...
(published in: German Economic Review, 2019, 20, e831-e851)
C10, C36, O11
12079 Kurt Schmidheiny
Sebastian Siegloch
On Event Study Designs and Distributed-Lag Models: Equivalence, Generalization and Practical Implications
We discuss important features and pitfalls of panel-data event study designs. We derive the following main results: First, event study designs and distributed-lag models are numerically identical ...
(published as 'On event studies and distributed-lags in two-way fixed effects models: Identification, equivalence, and generalization' in: Journal of Applied Econometrics, 2023, 38 (5), 695-713)
C23, C51, H00, J08
12078 Olaf Hübler
The Role of Body Weight for Health, Earnings and Life Satisfaction
Based on the German Socio-Economic Panel, the influence of the body mass index on health, earnings and satisfaction is analysed by gender. Basic results are: health worsens, income declines and ...
(published in: Journal of Economics and Statistics, 2020, 240 (5), 653-676)
I15, I31, J16, J31
12077 D. Mark Anderson
Kerwin Kofi Charles
Daniel I. Rees
Public Health Efforts and the Decline in Urban Mortality: Reply to Cutler and Miller
This is a rejoinder to a comment written by Cutler and Miller on our recent paper, "Public Health Efforts and the Decline in Urban Mortality" (IZA DP No. 11773), which reanalyzes data used by Cutler ...
(published as 'Re-Examining the Contribution of Public Health Efforts to the Decline in Urban Mortality: Reply' in: American Economic Journal: Applied Economics, 2022, 14 (2), 166-169.)
I15, I18
12075 Sara Paulone
Artjoms Ivlevs
Emigration and Alcohol Consumption among Migrant Household Members Staying Behind: Evidence from Kyrgyzstan
Despite the growth of alcohol consumption and international migration in many developing countries, the links between the two remain underexplored. We study the relationship between emigration of ...
(published in: Social Science and Medicine, 2019, 221, 40-48)
F22, F24, J61, I12
12074 Francesco Pastore
Marco Pompili
Assessing the Impact of Off- and On-The-Job Training on Employment Outcomes: A Counterfactual Evaluation of the PIPOL Program
This evaluation study aims to assess the impact of PIPOL, an integrated program of active labor policies, on the employment integration of benefit recipients. To address the issue, we have resorted ...
(published in: Evaluation Review, 2020, 44 (2-3), 145-184)
D04, J48
12073 Garry F. Barrett
W. Craig Riddell
Ageing and Skills: The Case of Literacy Skills
The relationship between ageing and skills is of growing policy significance due to population ageing, the changing nature of work and the importance of literacy for social and economic well-being. ...
(published in: European Journal of Education, 2019, 54 (1), 60-71)
I20, J14, J24
12072 Johanna Sophie Quis
Anika Bela
Guido Heineck
Preschoolers' Self-Regulation, Skill Differentials, and Early Educational Outcomes
Are there skill differentials in young children's competence levels by their self-regulation abilities and do such early life differences mark the onset of increasing disparities in competence ...
(revised version published as 'Preschoolers' self-regulation and early mathematical skill differentials' in: Education Economics, 2021, 29(2), 173-193)
I21
12071 Lili Kang
Fei Peng
Yu Zhu
Returns to Higher Education Subjects and Tiers in China: Evidence from the China Family Panel Studies
Using the recent China Family Panel Studies, we identify the subjects studied by college (2–3 years) graduates and university (4–5 years) graduates. For the university graduates, we can further ...
(published in: Studies in Higher Education, 2019, 46 (8), 1682–1695)
I23, I26
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