Michael C. Knaus : Citation Profile

Eberhard-Karls-Universität Tübingen (99% share)
Institute of Labor Economics (IZA) (1% share)

6

H index

5

i10 index

226

Citations

RESEARCH PRODUCTION:

7

Articles

25

Papers

1

Chapters

RESEARCH ACTIVITY:

   8 years (2016 - 2024). See details.
   Cites by year: 28
   Journals where Michael C. Knaus has often published
   Relations with other researchers
   Recent citing documents: 42.    Total self citations: 10 (4.24 %)

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   Permalink: http://citec.repec.org/pkn65
   Updated: 2025-03-08    RAS profile: 2024-12-08    
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Relations with other researchers

Works with:

Lechner, Michael (4)

Mellace, Giovanni (2)

Heiler, Phillip (2)

Strittmatter, Anthony (2)

Crudu, Federico (2)

Authors registered in RePEc who have co-authored more than one work in the last five years with Michael C. Knaus.

Is cited by:

Lechner, Michael (51)

Goller, Daniel (15)

Cockx, Bart (15)

Jacquemet, Nicolas (13)

FOUGERE, DENIS (12)

Strittmatter, Anthony (11)

Wunsch, Conny (6)

Huber, Martin (6)

Heiler, Phillip (5)

Jacob, Daniel (4)

Black, Dan (4)

Cites to:

Lechner, Michael (59)

Chernozhukov, Victor (27)

Imbens, Guido (26)

Athey, Susan (20)

Strittmatter, Anthony (17)

Hansen, Christian (15)

Wooldridge, Jeffrey (11)

Wunsch, Conny (9)

van den Berg, Gerard (9)

Cockx, Bart (8)

Newey, Whitney (8)

Main data

Where Michael C. Knaus has published?

Journals with more than one article published# docs
The Econometrics Journal2

Working Papers Series with more than one paper published# docs
IZA Discussion Papers / Institute of Labor Economics (IZA)7
Papers / arXiv.org7
Economics Working Paper Series / University of St. Gallen, School of Economics and Political Science6
CEPR Discussion Papers / C.E.P.R. Discussion Papers2

Recent works citing Michael C. Knaus (2025 and 2024)

YearTitle of citing document
2024DoubleML -- An Object-Oriented Implementation of Double Machine Learning in R. (2021). Spindler, Martin ; Kurz, Malte S ; Chernozhukov, Victor ; Bach, Philipp. In: Papers. RePEc:arx:papers:2103.09603.

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2024Estimating Heterogeneous Bounds for Treatment Effects under Sample Selection and Non-response. (2022). Heiler, Phillip. In: Papers. RePEc:arx:papers:2209.04329.

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2024Optimal multi-action treatment allocation: A two-phase field experiment to boost immigrant naturalization. (2023). Hangartner, Dominik ; Kurer, Selina ; Stampi-Bombelli, Alessandra ; Ahrens, Achim. In: Papers. RePEc:arx:papers:2305.00545.

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2024Double Machine Learning for Static Panel Models with Fixed Effects. (2023). Polselli, Annalivia ; Clarke, Paul. In: Papers. RePEc:arx:papers:2312.08174.

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2024Estimating Causal Effects with Double Machine Learning -- A Method Evaluation. (2024). Papies, Dominik ; Berens, Philipp ; Fuhr, Jonathan. In: Papers. RePEc:arx:papers:2403.14385.

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2024Unveiling the Impact of Macroeconomic Policies: A Double Machine Learning Approach to Analyzing Interest Rate Effects on Financial Markets. (2024). Arora, Rajeev Kumar ; Kamuni, Navin ; Dodda, Suresh ; Kumar, Anoop. In: Papers. RePEc:arx:papers:2404.07225.

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2025Comprehensive Causal Machine Learning. (2024). Mareckova, Jana ; Lechner, Michael. In: Papers. RePEc:arx:papers:2405.10198.

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2024Treatment Evaluation at the Intensive and Extensive Margins. (2024). Veliyev, Bezirgen ; Kaufmann, Asbjorn ; Heiler, Phillip. In: Papers. RePEc:arx:papers:2412.11179.

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2025Exploring the heterogeneous impacts of Indonesias conditional cash transfer scheme (PKH) on maternal health care utilisation using instrumental causal forests. (2025). Kreif, Noemi ; Hidayat, Taufik ; Hatamyar, Julia ; Shah, Vishalie. In: Papers. RePEc:arx:papers:2501.12803.

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2024.

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2024.

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2024.

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2024Calibrating doubly-robust estimators with unbalanced treatment assignment. (2024). Ballinari, Daniele. In: Economics Letters. RePEc:eee:ecolet:v:241:y:2024:i:c:s0165176524003227.

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2024Using Wasserstein Generative Adversarial Networks for the design of Monte Carlo simulations. (2024). Munro, Evan ; Metzger, Jonas ; Imbens, Guido W ; Athey, Susan. In: Journal of Econometrics. RePEc:eee:econom:v:240:y:2024:i:2:s0304407621000440.

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2024Heterogeneous treatment effect bounds under sample selection with an application to the effects of social media on political polarization. (2024). Heiler, Phillip. In: Journal of Econometrics. RePEc:eee:econom:v:244:y:2024:i:1:s030440762400201x.

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2024Everybody’s got to learn sometime? A causal machine learning evaluation of training programmes for jobseekers in France. (2024). Burlat, Heloise. In: Labour Economics. RePEc:eee:labeco:v:89:y:2024:i:c:s092753712400068x.

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2024Gender differences in reservation wages: New evidence for Germany. (2024). Bonaccolto-Tpfer, Marina ; Satlukal, Sascha. In: Labour Economics. RePEc:eee:labeco:v:91:y:2024:i:c:s0927537124001453.

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2024How does digital tax administration affect R&D manipulation? Evidence from dual machine learning. (2024). Hua, Guihong ; Pang, Silu. In: Technological Forecasting and Social Change. RePEc:eee:tefoso:v:208:y:2024:i:c:s004016252400489x.

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2024.

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2024When the Data Are Out: Measuring Behavioral Changes Following a Data Breach. (2024). Feinberg, Fred M ; Turjeman, Dana. In: Marketing Science. RePEc:inm:ormksc:v:43:y:2024:i:2:p:440-461.

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2025Incentives to Vaccinate. (2025). Wengstroem, Erik ; Schneider, Florian H ; Pope, Devin ; Meier, Stephan ; Campos-Mercade, Pol. In: CEBI working paper series. RePEc:kud:kucebi:2415.

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2024How Differently Do Farms Respond to Agri-environmental Policies? A Probabilistic Machine-Learning Approach. (2024). Varacca, Alessandro ; Esposti, Roberto ; Coderoni, Silvia. In: Land Economics. RePEc:uwp:landec:v:100:y:2024:i:2:p:370-397.

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2024.

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2024The effect of plough agriculture on gender roles: A machine learning approach. (2024). Baiardi, Anna ; Naghi, Andrea A. In: Journal of Applied Econometrics. RePEc:wly:japmet:v:39:y:2024:i:7:p:1396-1402.

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Works by Michael C. Knaus:

YearTitleTypeCited
2018Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach In: Papers.
[Full Text][Citation analysis]		paper56
2017Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach.(2017) In: CEPR Discussion Papers.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 56		paper
2017Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach.(2017) In: IZA Discussion Papers.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 56		paper
2017Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach.(2017) In: Economics Working Paper Series.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 56		paper
2022Heterogeneous Employment Effects of Job Search Programs: A Machine Learning Approach.(2022) In: Journal of Human Resources.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 56		article
2019A Double Machine Learning Approach to Estimate the Effects of Musical Practice on Students Skills In: Papers.
[Full Text][Citation analysis]		paper12
2021A double machine learning approach to estimate the effects of musical practice on student’s skills.(2021) In: Journal of the Royal Statistical Society Series A.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 12		article
2018A Double Machine Learning Approach to Estimate the Effects of Musical Practice on Students Skills.(2018) In: IZA Discussion Papers.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 12		paper
2018Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence In: Papers.
[Full Text][Citation analysis]		paper83
2018Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence.(2018) In: CEPR Discussion Papers.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 83		paper
2018Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence.(2018) In: IZA Discussion Papers.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 83		paper
2021Machine learning estimation of heterogeneous causal effects: Empirical Monte Carlo evidence.(2021) In: The Econometrics Journal.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 83		article
2018Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence.(2018) In: Economics Working Paper Series.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 83		paper
2022Double Machine Learning based Program Evaluation under Unconfoundedness In: Papers.
[Full Text][Citation analysis]		paper49
2020Double Machine Learning Based Program Evaluation under Unconfoundedness.(2020) In: IZA Discussion Papers.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 49		paper
2022Double machine learning-based programme evaluation under unconfoundedness.(2022) In: The Econometrics Journal.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 49		article
2020Double Machine Learning based Program Evaluation under Unconfoundedness.(2020) In: Economics Working Paper Series.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 49		paper
2023Effect or Treatment Heterogeneity? Policy Evaluation with Aggregated and Disaggregated Treatments In: Papers.
[Full Text][Citation analysis]		paper3
2022Effect or Treatment Heterogeneity? Policy Evaluation with Aggregated and Disaggregated Treatments.(2022) In: IZA Discussion Papers.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 3		paper
2022On the Role of the Zero Conditional Mean Assumption for Causal Inference in Linear Models In: Papers.
[Full Text][Citation analysis]		paper1
2024Treatment Effect Estimators as Weighted Outcomes In: Papers.
[Full Text][Citation analysis]		paper0
2019WORK HOUR MISMATCH AND JOB MOBILITY: ADJUSTMENT CHANNELS AND RESOLUTION RATES In: Economic Inquiry.
[Full Text][Citation analysis]		article12
2016Work Hour Mismatch and Job Mobility: Adjustment Channels and Resolution Rates.(2016) In: SOEPpapers on Multidisciplinary Panel Data Research.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 12		paper
2016Work Hour Mismatch and Job Mobility: Adjustment Channels and Resolution Rates.(2016) In: IZA Discussion Papers.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 12		paper
2020For better or worse? – The effects of physical education on child development In: Labour Economics.
[Full Text][Citation analysis]		article7
2018For Better or Worse? The Effects of Physical Education on Child Development.(2018) In: IZA Discussion Papers.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 7		paper
2018For better or worse? – The Effects of Physical Education on Child Development.(2018) In: Economics Working Paper Series.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 7		paper
2021Predicting match outcomes in football by an Ordered Forest estimator In: Chapters.
[Full Text][Citation analysis]		chapter3
2018Predicting Match Outcomes in Football by an Ordered Forest Estimator.(2018) In: Economics Working Paper Series.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 3		paper
2022What does OLS identify under the zero conditional mean assumption? In: Discussion Papers on Economics.
[Full Text][Citation analysis]		paper0
2024How Does Post-Earnings Announcement Sentiment Affect Firms’ Dynamics? New Evidence from Causal Machine Learning In: Journal of Financial Econometrics.
[Full Text][Citation analysis]		article0
2022The effect of environmental policies on environmental behaviors and intrinsic motivation: evidence from the European Union In: Economics Working Paper Series.
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In: .
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