Michael Knaus

University of St. Gallen

Varnbuelstr. 14

Saint Gallen, St. Gallen CH-9000

Switzerland

SCHOLARLY PAPERS

5

DOWNLOADS

111

CITATIONS

0

Scholarly Papers (5)

Work Hour Mismatch and Job Mobility: Adjustment Channels and Resolution Rates

IZA Discussion Paper No. 9735
Number of pages: 38 Posted: 15 Feb 2016
Michael Knaus and Steffen Otterbach
University of St. Gallen and University of Hohenheim - Institute for Health Care & Public Management
Downloads 47 (396,734)

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work hour constraints, work hour mismatch, job mobility, desired work hours, Germany

Work Hour Mismatch and Job Mobility: Adjustment Channels and Resolution Rates

Economic Inquiry, Vol. 57, Issue 1, pp. 227-242, 2019
Number of pages: 16 Posted: 05 Dec 2018
Michael Knaus and Steffen Otterbach
University of St. Gallen and University of Hohenheim - Institute for Health Care & Public Management
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Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach

IZA Discussion Paper No. 10961
Number of pages: 80 Posted: 31 Aug 2017
University of St. Gallen, University of St. Gallen - Swiss Institute for Empirical Economic Research and University of St. Gallen - Swiss Institute for Empirical Economic Research (SEW)
Downloads 20 (527,057)

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machine learning, individualized treatment effects, conditional average treatment effects, active labour market policy

Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach

Number of pages: 78 Posted: 21 Aug 2017
University of St. Gallen, University of St. Gallen - Swiss Institute for Empirical Economic Research and University of St. Gallen - Swiss Institute for Empirical Economic Research (SEW)
Downloads 18 (539,689)

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Machine learning, individualized treatment effects, conditional average treatment effects, active labour market policy

Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach

CEPR Discussion Paper No. DP12224
Number of pages: 81 Posted: 21 Aug 2017
University of St. Gallen, University of St. Gallen - Swiss Institute for Empirical Economic Research and University of St. Gallen - Swiss Institute for Empirical Economic Research (SEW)
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active labour market policy, conditional average treatment effects, individualized treatment effects, Machine Learning

3.

For Better or Worse? The Effects of Physical Education on Child Development

IZA Discussion Paper No. 11268
Number of pages: 97 Posted: 29 Jan 2018
Michael Knaus, Michael Lechner and Anne Reimers
University of St. Gallen, University of St. Gallen - Swiss Institute for Empirical Economic Research and Chemnitz University of Technology (CUT)
Downloads 19 (515,412)

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physical education, cognitive skills, non-cognitive skills, motor skills, physical activity, health

Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence

IZA Discussion Paper No. 12039
Number of pages: 114 Posted: 23 Jan 2019
University of St. Gallen, University of St. Gallen - Swiss Institute for Empirical Economic Research and University of St. Gallen - Swiss Institute for Empirical Economic Research (SEW)
Downloads 4 (632,041)

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causal machine learning, conditional average treatment effects, selection-on-observables, random forest, causal forest, lasso

Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence

CEPR Discussion Paper No. DP13402
Number of pages: 115 Posted: 07 Jan 2019
University of St. Gallen, University of St. Gallen - Swiss Institute for Empirical Economic Research and University of St. Gallen - Swiss Institute for Empirical Economic Research (SEW)
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Causal Forest, Causal machine learning, conditional average treatment effects, Lasso, Random Forest, selection-on-observables

5.

A Double Machine Learning Approach to Estimate the Effects of Musical Practice on Student's Skills

IZA Discussion Paper No. 11547
Number of pages: 74 Posted: 30 May 2018
Michael Knaus
University of St. Gallen
Downloads 3 (611,828)

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double machine learning, extracurricular activities, music, cognitive and non-cognitive skills, youth development