Michael Knaus

University of St. Gallen

Varnbuelstr. 14

Saint Gallen, St. Gallen CH-9000

Switzerland

SCHOLARLY PAPERS

6

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287

SSRN CITATIONS
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Top 31,247

in Total Papers Citations

18

CROSSREF CITATIONS

6

Scholarly Papers (6)

1.

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 117 (259,306)

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

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 29 (527,779)

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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 24 (559,386)
Citation 9

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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

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 50 (429,751)

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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

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 (441,614)

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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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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 15 (600,296)

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

6.

Double Machine Learning Based Program Evaluation under Unconfoundedness

IZA Discussion Paper No. 13051
Number of pages: 57 Posted: 30 Mar 2020
Michael Knaus
University of St. Gallen
Downloads 5 (670,911)

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causal machine learning, conditional average treatment effects, optimal policy learning, individualized treatment rules, multiple treatments