Helmut Farbmacher : Citation Profile

Max-Planck-Gesellschaft

8

H index

6

i10 index

176

Citations

RESEARCH PRODUCTION:

14

Articles

16

Papers

1

Chapters

RESEARCH ACTIVITY:

   13 years (2009 - 2022). See details.
   Cites by year: 13
   Journals where Helmut Farbmacher has often published
   Relations with other researchers
   Recent citing documents: 60.    Total self citations: 4 (2.22 %)

MORE DETAILS IN:
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   Permalink: http://citec.repec.org/pfa342
   Updated: 2025-12-13    RAS profile: 2023-08-06    
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Relations with other researchers

Works with:

Vikström, Johan (2)

Huber, Martin (2)

Authors registered in RePEc who have co-authored more than one work in the last five years with Helmut Farbmacher.

Is cited by:

Winkelmann, Rainer (12)

Kunz, Johannes (6)

Windmeijer, Frank (6)

Apfel, Nicolas (5)

Cockx, Bart (5)

Eibich, Peter (5)

Desiere, Sam (5)

Huber, Martin (4)

Ziebarth, Nicolas (4)

Biewen, Martin (4)

Lechner, Michael (4)

Cites to:

Winkelmann, Rainer (9)

Finkelstein, Amy (9)

Salvanes, Kjell G (8)

Devereux, Paul (8)

Black, Sandra (8)

Einav, Liran (7)

Bauer, Thomas (7)

Schreyögg, Jonas (7)

Grabka, Markus (7)

Schaffner, Sandra (7)

Deb, Partha (5)

Main data

Where Helmut Farbmacher has published?

Journals with more than one article published# docs
Health Economics3
Journal of Applied Econometrics2

Working Papers Series with more than one paper published# docs
Working Paper Series / IFAU - Institute for Evaluation of Labour Market and Education Policy2
Papers / arXiv.org2

Recent works citing Helmut Farbmacher (2025 and 2024)

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

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2025Sequential Kernel Embedding for Mediated and Time-Varying Dose Response Curves. (2025). Singh, Rahul ; Xu, Liyuan ; Gretton, Arthur. In: Papers. RePEc:arx:papers:2111.03950.

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2024A Heteroskedasticity-Robust Overidentifying Restriction Test with High-Dimensional Covariates. (2024). Mei, Ziwei ; Guo, Zijian ; Fan, Qingliang. In: Papers. RePEc:arx:papers:2205.00171.

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2024The Falsification Adaptive Set in Linear Models with Instrumental Variables that Violate the Exclusion or Conditional Exogeneity Restriction. (2024). Windmeijer, Frank ; Apfel, Nicolas. In: Papers. RePEc:arx:papers:2212.04814.

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2025Causal Q-Aggregation for CATE Model Selection. (2025). Syrgkanis, Vasilis ; Lan, Hui. In: Papers. RePEc:arx:papers:2310.16945.

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2024Identifying Causal Effects of Discrete, Ordered and ContinuousTreatments using Multiple Instrumental Variables. (2024). Van, Nadja. In: Papers. RePEc:arx:papers:2311.17575.

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2025Causal Machine Learning for Moderation Effects. (2025). Lechner, Michael ; Bearth, Nora. In: Papers. RePEc:arx:papers:2401.08290.

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

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

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2025Learning control variables and instruments for causal analysis in observational data. (2024). Huber, Martin ; Apfel, Nicolas ; Hatamyar, Julia ; Kueck, Jannis. In: Papers. RePEc:arx:papers:2407.04448.

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2025A Dimension-Agnostic Bootstrap Anderson-Rubin Test For Instrumental Variable Regressions. (2024). Wang, Wenjie ; Zhang, Yichong ; Lim, Dennis. In: Papers. RePEc:arx:papers:2412.01603.

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2025Bayesian Model Averaging in Causal Instrumental Variable Models. (2025). Steel, Mark ; Steiner, Gregor. In: Papers. RePEc:arx:papers:2504.13520.

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2025Robust Inference with High-Dimensional Instruments. (2025). Jaidee, Sombut ; Feng, QU ; Wang, Wenjie. In: Papers. RePEc:arx:papers:2506.23834.

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2025Monotonic Path-Specific Effects: Application to Estimating Educational Returns. (2025). Opacic, Aleksei. In: Papers. RePEc:arx:papers:2508.13366.

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2025Uniform Quasi ML based inference for the panel AR(1) model. (2025). Kruiniger, Hugo. In: Papers. RePEc:arx:papers:2508.20855.

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2024cfbinout and xtdhazard: Control-function estimation of binary-outcome models and the discrete-time hazard model. (2024). Tauchmann, Harald ; Yurkevich, Elena. In: German Stata Conference 2024. RePEc:boc:dsug24:02.

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2025Unveiling the influence of agricultural mechanization on greenhouse gas emission intensity: Insights from China using causal machine learning model. (2025). Wang, Lulu ; Lyu, Jie ; Zhang, Junyan. In: Agricultural Systems. RePEc:eee:agisys:v:226:y:2025:i:c:s0308521x25000472.

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2025Does household lifestyle impact the decarbonization effect of carbon generalized system of preferences? Evidence from household survey in China. (2025). Su, Xiaoying ; Zhao, Kuokuo ; Zhang, Chaoqun. In: Journal of Asian Economics. RePEc:eee:asieco:v:98:y:2025:i:c:s1049007825000314.

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2024Can Chinas low-carbon city pilot policy facilitate carbon neutrality? Evidence from a machine learning approach. (2024). Zhou, Feite ; Wang, Zhenzhen ; Zhong, Junhao. In: Economic Analysis and Policy. RePEc:eee:ecanpo:v:84:y:2024:i:c:p:756-773.

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2025Unleashing the empowered effect of data resource on inclusive green growth: Based on double machine learning. (2025). Albitar, Khaldoon ; Dong, Hao ; Liu, Zhaofei ; Huang, Zhehao. In: Economic Analysis and Policy. RePEc:eee:ecanpo:v:85:y:2025:i:c:p:1270-1290.

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2025How does ESG affect government procurement in countries where ESG systems are established from the top down?. (2025). Liu, Jingjiang ; Chen, Jin ; Yang, Zhen ; Wang, Wenna. In: Economic Modelling. RePEc:eee:ecmode:v:146:y:2025:i:c:s0264999325000197.

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20242SLS with multiple treatments. (2024). Sigstad, Henrik ; Bhuller, Manudeep. In: Journal of Econometrics. RePEc:eee:econom:v:242:y:2024:i:1:s0304407624001313.

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2025Can new energy demonstration cities break through the multiple carbon lock-in? Evidence based on double machine learning. (2025). Hu, Zheng ; Xu, Yingzhi. In: Energy Policy. RePEc:eee:enepol:v:199:y:2025:i:c:s0301421525000291.

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2024Effective financial inclusion and the need to put the horse before the cart: Saving!. (2024). Ojah, Kalu ; Kodongo, Odongo. In: International Review of Financial Analysis. RePEc:eee:finana:v:96:y:2024:i:pb:s1057521924006690.

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2025The relationship between ESG ratings and digital technological innovation in manufacturing: Insights via dual machine learning models. (2025). Huang, Jingfeng ; Yang, Bai ; Chen, Yinzhong. In: Finance Research Letters. RePEc:eee:finlet:v:71:y:2025:i:c:s1544612324013916.

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2024Anticipated benefit termination and health care consumption responses: Evidence from a quasi-experiment. (2024). Yao, YI ; Wang, Yaojing ; Liu, Jiacheng. In: Journal of Economic Behavior & Organization. RePEc:eee:jeborg:v:227:y:2024:i:c:s0167268124003482.

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2024Impact evaluation with nonrepeatable outcomes: The case of forest conservation. (2024). Heilmayr, Robert ; Garcia, Alberto. In: Journal of Environmental Economics and Management. RePEc:eee:jeeman:v:125:y:2024:i:c:s0095069624000457.

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2024Effects of nurse visit copayment on primary care use: Do low-income households pay the price?. (2024). Tukiainen, Janne ; Böckerman, Petri ; Haaga, Tapio ; Bockerman, Petri ; Kortelainen, Mika. In: Journal of Health Economics. RePEc:eee:jhecon:v:94:y:2024:i:c:s0167629624000110.

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2025Education Expenditures and Growth: Is R&D the link?. (2025). Papageorgiou, Theofanis ; Tsioutsios, Alexandros ; Diakodimitriou, Danai. In: Journal of Policy Modeling. RePEc:eee:jpolmo:v:47:y:2025:i:2:p:322-337.

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2024Short-term labor supply response to the timing of transfer payments: Evidence from the SNAP program. (2024). Marks, Mindy ; Tahaj, Redina ; Prina, Silvia. In: Labour Economics. RePEc:eee:labeco:v:91:y:2024:i:c:s0927537124001325.

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2025Does bid-ask spread explains the smile? On DVF and DML. (2025). Yu, Xing ; Liu, Guifang ; Lin, Yan. In: Pacific-Basin Finance Journal. RePEc:eee:pacfin:v:90:y:2025:i:c:s0927538x24003974.

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2025A digital blueprint for sustainability: Can digital infrastructure policies promote renewable energy innovation?. (2025). Chen, Wei ; Song, Hongti. In: Renewable Energy. RePEc:eee:renene:v:244:y:2025:i:c:s0960148125003891.

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2025Registration reform and stock mispricing: Causal inference based on double machine learning. (2025). Li, Cheng ; Tang, Jiaxuan ; Wang, Yewen. In: Research in International Business and Finance. RePEc:eee:riibaf:v:73:y:2025:i:pb:s0275531924004616.

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2024Picture this: Making health insurance choices easier for those who need it. (2024). Quiroga, Ana Cecilia. In: Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics). RePEc:eee:soceco:v:111:y:2024:i:c:s2214804324000612.

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2025Analysing the role of traffic volume as mediator in transport policy evaluation with causal mediation analysis and targeted learning. (2025). Zhang, Yingheng ; Ren, Gang ; Li, Haojie. In: Transportation Research Part A: Policy and Practice. RePEc:eee:transa:v:192:y:2025:i:c:s0965856424004178.

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2024Explicating the Role of Agricultural Socialized Services on Chemical Fertilizer Use Reduction: Evidence from China Using a Double Machine Learning Model. (2024). Zhang, Junyan ; Lyu, Jie ; Wang, Lulu. In: Agriculture. RePEc:gam:jagris:v:14:y:2024:i:12:p:2148-:d:1529971.

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2024The New Policy for Innovative Transformation in Regional Industrial Chains, the Conversion of New and Old Kinetic Energy, and Energy Poverty Alleviation. (2024). Huang, Qianxuan ; Chen, Dongli. In: Energies. RePEc:gam:jeners:v:17:y:2024:i:11:p:2667-:d:1405690.

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2024Can the Water Resource Fee-to-Tax Reform Promote the “Three-Wheel Drive” of Corporate Green Energy-Saving Innovations? Quasi-Natural Experimental Evidence from China. (2024). Kang, LU ; Lv, Jie ; Zhang, Haoyang. In: Energies. RePEc:gam:jeners:v:17:y:2024:i:12:p:2866-:d:1412766.

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2024Regional Breakthrough Innovation Change Strategies, Ecological Location Suitability of High-Tech Industry Innovation Ecosystems, and Green Energy. (2024). Lin, Zhisen ; Bao, Zemenghong ; Jin, Tiantian ; Lv, Kun. In: Energies. RePEc:gam:jeners:v:17:y:2024:i:16:p:3938-:d:1452656.

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2024Variation in Psychiatric Hospitalisations: A Multiple-Membership Multiple-Classification Analysis. (2024). Sogaard, Rikke ; Skipper, Niels ; Ek, Emely ; Cordoba, Beatriz Gallo. In: IJERPH. RePEc:gam:jijerp:v:21:y:2024:i:8:p:973-:d:1443082.

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2024Effects of Big Data on PM 2.5 : A Study Based on Double Machine Learning. (2024). Wei, Xinyu ; Kong, Xiangxing ; Cheng, Mingwang ; Duan, Kaifeng. In: Land. RePEc:gam:jlands:v:13:y:2024:i:3:p:327-:d:1350794.

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2025The Impact of Farmland Transfer on Urban–Rural Integration: Causal Inference Based on Double Machine Learning. (2025). Kong, Mei ; Yang, Chenlu ; Chen, Jun ; Zhuang, Jiakun ; Lu, Yuchen. In: Land. RePEc:gam:jlands:v:14:y:2025:i:1:p:148-:d:1565601.

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2025The Impact of Information Consumption Pilot Policy on Urban Land Green Use Efficiency: An Empirical Study from China. (2025). Zhao, Wenjia ; Wang, Zixuan ; Fu, Yunpeng. In: Land. RePEc:gam:jlands:v:14:y:2025:i:5:p:945-:d:1643629.

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2024The Innovative Construction of Provinces, Regional Artificial Intelligence Development, and the Resilience of Regional Innovation Ecosystems: Quasi-Natural Experiments Based on Spatial Difference-in-Differences Models and Double Machine Learning. (2024). Lv, Kun ; Lin, Zhisen ; Bao, Zemenghong ; Hu, Ruiyu. In: Sustainability. RePEc:gam:jsusta:v:16:y:2024:i:18:p:8251-:d:1483193.

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2024The Path to Urban Sustainability: Urban Intelligent Transformation and Green Development—Evidence from 286 Cities in China. (2024). Tang, Zhiwei ; Zhang, Longpeng ; Zhong, Yilin. In: Sustainability. RePEc:gam:jsusta:v:16:y:2024:i:23:p:10394-:d:1531063.

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2025The Health Cost of Rural Banquet Culture: The Mediating Role of Labor Time and Health Decision-Making—Evidence from Jiangsu, China. (2025). Zhang, Yuanyuan ; Xu, Rong ; Chen, Yongzhou. In: Sustainability. RePEc:gam:jsusta:v:17:y:2025:i:12:p:5318-:d:1674852.

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2025The Impact of High-Quality Development of Foreign Trade on Marine Economic Quality: Empirical Evidence from Coastal Provinces and Cities in China. (2025). Feng, Haiying ; Suo, Lei ; Li, Yan ; Zhu, Linsen. In: Sustainability. RePEc:gam:jsusta:v:17:y:2025:i:17:p:7851-:d:1738762.

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2025Rural Tourism, Economic Growth, and Environmental Sustainability: Empirical Evidence Based on County-Level Data in China. (2025). Yang, YU ; Li, Jiahui ; Ye, Yuqi. In: Sustainability. RePEc:gam:jsusta:v:17:y:2025:i:20:p:9215-:d:1773678.

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2025How Does Digital Innovation Empower the Development of New Quality Productive Forces? An Empirical Study Based on Double Machine Learning. (2025). Liu, YI ; Zhang, Jingwen. In: Sustainability. RePEc:gam:jsusta:v:17:y:2025:i:6:p:2652-:d:1614157.

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2024Monitoring time-varying systemic risk in sovereign debt and currency markets with generative AI. (2024). Uribe, Jorge ; Chuliá, Helena ; Khalili, Sabuhi ; Chulia, Helena. In: IREA Working Papers. RePEc:ira:wpaper:202402.

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2025The Wished-For Children: Do Mothers Carry the Burden While Fathers Reap the Joy?. (2025). Odermatt, Reto ; Huebener, Mathias. In: IZA Discussion Papers. RePEc:iza:izadps:dp18039.

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2024The Finite Sample Performance of Instrumental Variable-Based Estimators of the Local Average Treatment Effect When Controlling for Covariates. (2024). Lechner, Michael ; Huber, Martin ; Bodory, Hugo. In: Computational Economics. RePEc:kap:compec:v:64:y:2024:i:4:d:10.1007_s10614-023-10507-y.

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2025Ex-post evaluation of transport interventions with causal mediation analysis. (2025). Zhang, Yingheng ; Li, Haojie ; Ren, Gang. In: Transportation. RePEc:kap:transp:v:52:y:2025:i:1:d:10.1007_s11116-023-10413-0.

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2025Technology adoption and extreme stock risk: Evidence from digital tax reform in China. (2025). Jiang, Kangqi ; Li, Jiayun ; Chen, Xiaofeng ; Zhou, Mengling. In: Palgrave Communications. RePEc:pal:palcom:v:12:y:2025:i:1:d:10.1057_s41599-025-04483-x.

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2025Testing overidentifying restrictions on high-dimensional instruments and covariates. (2025). Guo, XU ; Zhang, Xinyu ; Wang, Chenyang ; He, Baihua ; Shi, Hongwei. In: Annals of the Institute of Statistical Mathematics. RePEc:spr:aistmt:v:77:y:2025:i:2:d:10.1007_s10463-024-00918-5.

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2025Investigating the Causal Effect of Deforestation on Infant Health Through Soil Characteristics: A Comparison of Traditional and Machine Learning Mediation Analysis Using Simulated and Real Data. (2025). di Maria, Chiara. In: Journal of Agricultural, Biological and Environmental Statistics. RePEc:spr:jagbes:v:30:y:2025:i:2:d:10.1007_s13253-024-00674-2.

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2025The Causal Effect of Active School Travel on Children’s Subjective Well-Being: Evidence from the China Family Panel Survey. (2025). Xue, Ying ; Jing, Peng ; Qin, Zhen ; Wu, Linlin ; Luo, Pan ; Shao, Danning. In: Journal of Happiness Studies. RePEc:spr:jhappi:v:26:y:2025:i:6:d:10.1007_s10902-025-00947-8.

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2025Do articles with multiple corresponding authorships have a citation advantage? A double machine learning analysis approach. (2025). Hu, Zhigang ; Fang, Zhichao ; Luo, Rundong ; Tian, Wencan ; Cai, Ruonan. In: Scientometrics. RePEc:spr:scient:v:130:y:2025:i:5:d:10.1007_s11192-025-05242-0.

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2024The infant health effects of doulas: Leveraging big data and machine learning to inform cost‐effective targeting. (2024). Lovejoy, Susan ; Tsui, Fuchiang ; Peet, Evan D ; Schultz, Dana. In: Health Economics. RePEc:wly:hlthec:v:33:y:2024:i:6:p:1387-1411.

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2024Agglomerative hierarchical clustering for selecting valid instrumental variables. (2024). Apfel, Nicolas ; Liang, Xiaoran. In: Journal of Applied Econometrics. RePEc:wly:japmet:v:39:y:2024:i:7:p:1201-1219.

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Works by Helmut Farbmacher:

YearTitleTypeCited
2019On the Effect of Imputation on the 2SLS Variance In: Papers.
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2021Causal mediation analysis with double machine learning In: Papers.
[Full Text][Citation analysis]		paper40
2020Causal mediation analysis with double machine learning.(2020) In: FSES Working Papers.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 40		paper
2017On the Use of the Lasso for Instrumental Variables Estimation with Some Invalid Instruments In: Bristol Economics Discussion Papers.
[Full Text][Citation analysis]		paper35
2019On the Use of the Lasso for Instrumental Variables Estimation with Some Invalid Instruments.(2019) In: Journal of the American Statistical Association.
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This paper has nother version. Agregated cites: 35		article
2017On the Use of the Lasso for Instrumental Variables Estimation with Some Invalid Instruments.(2017) In: Health, Econometrics and Data Group (HEDG) Working Papers.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 35		paper
2017On the Use of the Lasso for Instrumental Variables Estimation with Some Invalid Instruments.(2017) In: VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 35		paper
2013Heterogeneous Effects of a Nonlinear Price Schedule for Outpatient Care In: CESifo Working Paper Series.
[Full Text][Citation analysis]		paper19
2017Heterogeneous Effects of a Nonlinear Price Schedule for Outpatient Care.(2017) In: Munich Reprints in Economics.
[Citation analysis]
This paper has nother version. Agregated cites: 19		paper
2017Heterogeneous Effects of a Nonlinear Price Schedule for Outpatient Care.(2017) In: Health Economics.
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This paper has nother version. Agregated cites: 19		article
2018Semiparametric count data modeling with an application to health service demand In: Econometrics and Statistics.
[Full Text][Citation analysis]		article4
2016Semiparametric Count Data Modeling with an Application to Health Service Demand.(2016) In: Health, Econometrics and Data Group (HEDG) Working Papers.
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This paper has nother version. Agregated cites: 4		paper
2017Semiparametric count data modeling with an application to health service demand.(2017) In: hche Research Papers.
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2021Heterogeneous effects of poverty on attention In: Labour Economics.
[Full Text][Citation analysis]		article10
2016Increasing the credibility of the Twin birth instrument In: Working Paper Series.
[Full Text][Citation analysis]		paper11
2018Increasing the credibility of the twin birth instrument.(2018) In: Journal of Applied Econometrics.
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This paper has nother version. Agregated cites: 11		article
2020Double trouble: The burden of child rearing and working on maternal mortality In: Working Paper Series.
[Full Text][Citation analysis]		paper5
2020Double Trouble: The Burden of Child-rearing and Working on Maternal Mortality.(2020) In: Demography.
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This paper has nother version. Agregated cites: 5		article
Heterogeneous effects of the 2004 health care reform In: Chapters in Economics.
[Citation analysis]		chapter0
2009Copayments for doctor visits in Germany and the probability of visiting a physician - Evidence from a natural experiment In: Discussion Papers in Economics.
[Full Text][Citation analysis]		paper7
2015Inference Problems under a Special Form of Heteroskedasticity In: MEA discussion paper series.
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2017Testing under a special form of heteroscedasticity In: Applied Economics Letters.
[Full Text][Citation analysis]		article1
2020Finite sample properties of the GMM Anderson–Rubin test In: Econometric Reviews.
[Full Text][Citation analysis]		article4
2022Instrument Validity Tests With Causal Forests In: Journal of Business & Economic Statistics.
[Full Text][Citation analysis]		article8
2011Estimation of hurdle models for overdispersed count data In: Stata Journal.
[Full Text][Citation analysis]		article1
2022Economic Hardship, Sleep, and Self-Rated Health In: American Journal of Health Economics.
[Full Text][Citation analysis]		article2
2013EXTENSIONS OF HURDLE MODELS FOR OVERDISPERSED COUNT DATA In: Health Economics.
[Full Text][Citation analysis]		article4
2013PER‐PERIOD CO‐PAYMENTS AND THE DEMAND FOR HEALTH CARE: EVIDENCE FROM SURVEY AND CLAIMS DATA In: Health Economics.
[Full Text][Citation analysis]		article14
2012GMM with many weak moment conditions: Replication and application of Newey and Windmeijer (2009) In: Journal of Applied Econometrics.
[Citation analysis]		article3
2012Non-linear price schedules, demand for health care and response behavior. In: Health, Econometrics and Data Group (HEDG) Working Papers.
[Full Text][Citation analysis]		paper0
2021Linear fixed-effects estimation with non-repeated outcomes In: FAU Discussion Papers in Economics.
[Full Text][Citation analysis]		paper8

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