Michael C. Knaus
Names
| first: |
Michael |
| middle: |
C. |
| last: |
Knaus |
Identifer
Contact
Affiliations
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Eberhard-Karls-Universität Tübingen
/ Wirtschaftswissenschaftlichen Fakultät (weight: 99%)
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Institute of Labor Economics (IZA) (weight: 1%)
Research profile
author of:
- Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach (RePEc:arx:papers:1709.10279)
by Michael Knaus & Michael Lechner & Anthony Strittmatter - A Double Machine Learning Approach to Estimate the Effects of Musical Practice on Student's Skills (RePEc:arx:papers:1805.10300)
by Michael C. Knaus - Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence (RePEc:arx:papers:1810.13237)
by Michael C. Knaus & Michael Lechner & Anthony Strittmatter - Double Machine Learning based Program Evaluation under Unconfoundedness (RePEc:arx:papers:2003.03191)
by Michael C. Knaus - Effect or Treatment Heterogeneity? Policy Evaluation with Aggregated and Disaggregated Treatments (RePEc:arx:papers:2110.01427)
by Phillip Heiler & Michael C. Knaus - On the Role of the Zero Conditional Mean Assumption for Causal Inference in Linear Models (RePEc:arx:papers:2211.09502)
by Federico Crudu & Michael C. Knaus & Giovanni Mellace & Joeri Smits - Treatment Effect Estimators as Weighted Outcomes (RePEc:arx:papers:2411.11559)
by Michael C. Knaus - Work Hour Mismatch And Job Mobility: Adjustment Channels And Resolution Rates (RePEc:bla:ecinqu:v:57:y:2019:i:1:p:227-242)
by Michael C. Knaus & Steffen Otterbach - A double machine learning approach to estimate the effects of musical practice on student’s skills (RePEc:bla:jorssa:v:184:y:2021:i:1:p:282-300)
by Michael C. Knaus - Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach (RePEc:cpr:ceprdp:12224)
by Lechner, Michael & Strittmatter, Anthony & Knaus, Michael C. - Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence (RePEc:cpr:ceprdp:13402)
by Lechner, Michael & Knaus, Michael C. & Strittmatter, Anthony - Work Hour Mismatch and Job Mobility: Adjustment Channels and Resolution Rates (RePEc:diw:diwsop:diw_sp825)
by Michael C. Knaus & Steffen Otterbach - For better or worse? – The effects of physical education on child development (RePEc:eee:labeco:v:67:y:2020:i:c:s0927537120301081)
by Knaus, Michael C. & Lechner, Michael & Reimers, Anne K. - Predicting match outcomes in football by an Ordered Forest estimator (RePEc:elg:eechap:19238_22)
by Daniel Goller & Michael C. Knaus & Michael Lechner & Gabriel Okasa - What does OLS identify under the zero conditional mean assumption? (RePEc:hhs:sdueko:2022_003)
by Crudu, Federico & Mellace, Giovanni & Smits, Joeri & Knaus, Michael - Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach (RePEc:iza:izadps:dp10961)
by Knaus, Michael C. & Lechner, Michael & Strittmatter, Anthony - For Better or Worse? The Effects of Physical Education on Child Development (RePEc:iza:izadps:dp11268)
by Knaus, Michael C. & Lechner, Michael & Reimers, Anne K. - A Double Machine Learning Approach to Estimate the Effects of Musical Practice on Student's Skills (RePEc:iza:izadps:dp11547)
by Knaus, Michael C. - Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence (RePEc:iza:izadps:dp12039)
by Knaus, Michael C. & Lechner, Michael & Strittmatter, Anthony - Double Machine Learning Based Program Evaluation under Unconfoundedness (RePEc:iza:izadps:dp13051)
by Knaus, Michael C. - Effect or Treatment Heterogeneity? Policy Evaluation with Aggregated and Disaggregated Treatments (RePEc:iza:izadps:dp15580)
by Heiler, Phillip & Knaus, Michael C. - Work Hour Mismatch and Job Mobility: Adjustment Channels and Resolution Rates (RePEc:iza:izadps:dp9735)
by Knaus, Michael C. & Otterbach, Steffen - Machine learning estimation of heterogeneous causal effects: Empirical Monte Carlo evidence (RePEc:oup:emjrnl:v:24:y:2021:i:1:p:134-161.)
by Michael C Knaus & Michael Lechner & Anthony Strittmatter - Double machine learning-based programme evaluation under unconfoundedness
[Econometric methods for program evaluation] (RePEc:oup:emjrnl:v:25:y:2022:i:3:p:602-627.)
by Michael C Knaus - How Does Post-Earnings Announcement Sentiment Affect Firms’ Dynamics? New Evidence from Causal Machine Learning (RePEc:oup:jfinec:v:22:y:2024:i:3:p:575-604.)
by Francesco Audrino & Jonathan Chassot & Chen Huang & Michael Knaus & Michael Lechner & Juan-Pablo Ortega - Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach (RePEc:usg:econwp:2017:11)
by Knaus, Michael C. & Lechner, Michael & Strittmatter, Anthony - For better or worse? – The Effects of Physical Education on Child Development (RePEc:usg:econwp:2018:01)
by Knaus, Michael C. & Lechner, Michael & Reimers, Anne K. - Predicting Match Outcomes in Football by an Ordered Forest Estimator (RePEc:usg:econwp:2018:11)
by Goller, Daniel & Knaus, Michael C. & Lechner, Michael & Okasa, Gabriel - Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence (RePEc:usg:econwp:2018:17)
by Knaus, Michael C. & Lechner, Michael & anthony.strittmatter@unisg.ch - Double Machine Learning based Program Evaluation under Unconfoundedness (RePEc:usg:econwp:2020:04)
by Knaus, Michael C. - The effect of environmental policies on environmental behaviors and intrinsic motivation: evidence from the European Union (RePEc:usg:econwp:2022:07)
by Bonev, Petyo & Gorkun-Voevoda, Liudmila & Knaus, Michael - Heterogeneous Employment Effects of Job Search Programs: A Machine Learning Approach (RePEc:uwp:jhriss:v:57:y:2022:i:2:p:597-636)
by Michael C. Knaus & Michael Lechner & Anthony Strittmatter - The Effect of Environmental Policies on Intrinsic Motivation: Evidence from the Eurobarometer Surveys (RePEc:zbw:vfsc22:264028)
by Bonev, Petyo & Gorkun-Voevoda, Liudmila & Knaus, Michael