34
H index
45
i10 index
6321
Citations
University of Chicago | 34 H index 45 i10 index 6321 Citations RESEARCH PRODUCTION: 40 Articles 81 Papers RESEARCH ACTIVITY:
MORE DETAILS IN: ABOUT THIS REPORT:
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Works with: Authors registered in RePEc who have co-authored more than one work in the last five years with Christian Hansen. | Is cited by: | Cites to: |
Journals with more than one article published | # docs |
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Journal of Econometrics | 10 |
Stata Journal | 4 |
Journal of Business & Economic Statistics | 4 |
American Economic Review | 3 |
The Review of Economics and Statistics | 3 |
Econometric Theory | 3 |
Econometrica | 2 |
Annual Review of Economics | 2 |
Economics Letters | 2 |
Year | Title of citing document | |
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2024 | The Social Costs of Keystone Species Collapse: Evidence from the Decline of Vultures in India. (2024). Sudarshan, Anant ; Frank, Eyal. In: American Economic Review. RePEc:aea:aecrev:v:114:y:2024:i:10:p:3007-40. Full description at Econpapers || Download paper | |
2024 | The Price of Power: Costs of Political Corruption in Indian Electricity. (2024). Mahadevan, Meera. In: American Economic Review. RePEc:aea:aecrev:v:114:y:2024:i:10:p:3314-44. Full description at Econpapers || Download paper | |
2024 | The Economic Impact of Depression Treatment in India: Evidence from Community-Based Provision of Pharmacotherapy. (2024). Bennett, Daniel ; Angelucci, Manuela. In: American Economic Review. RePEc:aea:aecrev:v:114:y:2024:i:1:p:169-98. Full description at Econpapers || Download paper | |
2025 | Land Rental Markets: Experimental Evidence from Kenya. (2025). Casaburi, Lorenzo ; Willis, Jack ; Acampora, Michelle. In: American Economic Review. RePEc:aea:aecrev:v:115:y:2025:i:3:p:727-71. Full description at Econpapers || Download paper | |
2024 | Information provision and network externalities: The impact of genomic testing on the dairy industry. (2024). Funes, Victor E ; Hutchins, Jared P. In: 2024 Annual Meeting, July 28-30, New Orleans, LA. RePEc:ags:aaea22:343742. Full description at Econpapers || Download paper | |
2024 | The Effect of SNAP on Black Households Nutritional Quality of Food Purchases. (2024). Cleary, Rebecca ; Wang, Duoyu. In: 2024 Annual Meeting, July 28-30, New Orleans, LA. RePEc:ags:aaea22:343960. Full description at Econpapers || Download paper | |
2024 | Crop production diversity or market access? Welfare outcomes among sorghum-growing households in rural Kenya and Uganda. (2024). Marenya, Paswel ; Opie, Hellen ; Narmandakh, Davaatseren ; Bett, Charles. In: IAAE 2024 Conference, August 2-7, 2024, New Delhi, India. RePEc:ags:cfcp15:344362. Full description at Econpapers || Download paper | |
2024 | Grain Futures Market Response to the Black Sea Grain Initiative. (2024). Steinbach, Sandro ; Yildirim, Yasin. In: German Journal of Agricultural Economics. RePEc:ags:gjagec:356239. Full description at Econpapers || Download paper | |
2025 | Effective community mobilization: evidence from Mali. (2025). cardenas, juan-camilo ; Alzúa, María Laura ; Djebbari, Habiba ; Alza, Mara Laura. In: AMSE Working Papers. RePEc:aim:wpaimx:2505. Full description at Econpapers || Download paper | |
2024 | Firms’ Responses to Changes in Corporate Income Tax Rates: A Retrospective of Colombia’s Tax Reforms. (2024). Melo Becerra, Ligia ; Gómez, Camilo ; Melo-Becerra, Ligia ; Zarate-Solano, Hector. In: Journal of Tax Reform. RePEc:aiy:jnljtr:v:10:y:2024:i:2:p:417-434. Full description at Econpapers || Download paper | |
2024 | Putting a Price Tag on Air Pollution: The Social Healthcare Costs of Air Pollution in France. (2024). Mink, Julia. In: ECONtribute Discussion Papers Series. RePEc:ajk:ajkdps:320. Full description at Econpapers || Download paper | |
2024 | Estimating Treatment Effects using Multiple Surrogates: The Role of the Surrogate Score and the Surrogate Index. (2024). Imbens, Guido ; Chetty, Raj ; Athey, Susan ; Kang, Hyunseung. In: Papers. RePEc:arx:papers:1603.09326. Full description at Econpapers || Download paper | |
2024 | Promotion through Connections: Favors or Information?. (2024). Huremović, Kenan ; Bramoullé, Yann. In: Papers. RePEc:arx:papers:1708.07723. Full description at Econpapers || Download paper | |
2025 | Is completeness necessary? Estimation in nonidentified linear models. (2025). Babii, Andrii ; Florens, Jean-Pierre. In: Papers. RePEc:arx:papers:1709.03473. Full description at Econpapers || Download paper | |
2024 | Dynamically Optimal Treatment Allocation. (2024). Adusumilli, Karun ; Geiecke, Friedrich ; Schilter, Claudio. In: Papers. RePEc:arx:papers:1904.01047. Full description at Econpapers || Download paper | |
2024 | Policy Targeting under Network Interference. (2024). Viviano, Davide. In: Papers. RePEc:arx:papers:1906.10258. Full description at Econpapers || Download paper | |
2025 | Welfare Analysis in Dynamic Models. (2024). Newey, Whitney ; Chernozhukov, Victor ; Semenova, Vira. In: Papers. RePEc:arx:papers:1908.09173. Full description at Econpapers || Download paper | |
2024 | Estimation and Uniform Inference in Sparse High-Dimensional Additive Models. (2024). Klaassen, Sven ; Bach, Philipp ; Spindler, Martin ; Kueck, Jannis. In: Papers. RePEc:arx:papers:2004.01623. Full description at Econpapers || Download paper | |
2025 | Inference in Unbalanced Panel Data Models with Interactive Fixed Effects. (2020). Czarnowske, Daniel ; Stammann, Amrei. In: Papers. RePEc:arx:papers:2004.03414. Full description at Econpapers || Download paper | |
2025 | Generalized Lee Bounds. (2023). Semenova, Vira. In: Papers. RePEc:arx:papers:2008.12720. Full description at Econpapers || Download paper | |
2024 | When Should We (Not) Interpret Linear IV Estimands as LATE?. (2024). Sloczy, Tymon. In: Papers. RePEc:arx:papers:2011.06695. Full description at Econpapers || Download paper | |
2024 | Policy design in experiments with unknown interference. (2024). Viviano, Davide. In: Papers. RePEc:arx:papers:2011.08174. Full description at Econpapers || Download paper | |
2024 | Adversarial Estimation of Riesz Representers. (2024). Newey, Whitney ; Chernozhukov, Victor ; Syrgkanis, Vasilis ; Singh, Rahul. In: Papers. RePEc:arx:papers:2101.00009. Full description at Econpapers || Download paper | |
2024 | Kernel Ridge Riesz Representers: Generalization, Mis-specification, and the Counterfactual Effective Dimension. (2024). Singh, Rahul. In: Papers. RePEc:arx:papers:2102.11076. Full description at Econpapers || Download paper | |
2024 | Dynamic covariate balancing: estimating treatment effects over time with potential local projections. (2024). Bradic, Jelena ; Viviano, Davide. In: Papers. RePEc:arx:papers:2103.01280. Full description at Econpapers || Download paper | |
2024 | Asymptotic Theory for IV-Based Reinforcement Learning with Potential Endogeneity. (2024). Luo, YE ; Zhang, Xiaowei ; Li, Jin. In: Papers. RePEc:arx:papers:2103.04021. Full description at Econpapers || Download paper | |
2024 | DoubleML -- 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. Full description at Econpapers || Download paper | |
2024 | Assessing the Heterogeneous Impact of Economy-Wide Shocks: A Machine Learning Approach Applied to Colombian Firms. (2024). Serti, Francesco ; Ortiz Gimenez, Victor ; Duenas, Marco ; Riccaboni, Massimo. In: Papers. RePEc:arx:papers:2104.04570. Full description at Econpapers || Download paper | |
2024 | Automatic Debiased Machine Learning via Riesz Regression. (2024). Newey, Whitney ; Chernozhukov, Victor ; Quintas-Martinez, Victor ; Syrgkanis, Vasilis. In: Papers. RePEc:arx:papers:2104.14737. Full description at Econpapers || Download paper | |
2025 | Uniform Inference on High-dimensional Spatial Panel Networks. (2025). Chernozhukov, Victor ; Wang, Weining ; Huang, Chen. In: Papers. RePEc:arx:papers:2105.07424. Full description at Econpapers || Download paper | |
2024 | Multiply Robust Causal Mediation Analysis with Continuous Treatments. (2024). Xu, Yizhen ; Sani, Numair ; Shpitser, Ilya ; Ghassami, Amiremad. In: Papers. RePEc:arx:papers:2105.09254. Full description at Econpapers || Download paper | |
2024 | Identification and Estimation of Partial Effects in Nonlinear Semiparametric Panel Models. (2024). Poirier, Alexandre ; Liu, Laura ; Shiu, Ji-Liang. In: Papers. RePEc:arx:papers:2105.12891. Full description at Econpapers || Download paper | |
2024 | Causal Inference with Corrupted Data: Measurement Error, Missing Values, Discretization, and Differential Privacy. (2024). Singh, Rahul ; Agarwal, Anish. In: Papers. RePEc:arx:papers:2107.02780. Full description at Econpapers || Download paper | |
2024 | Semiparametric Estimation of Treatment Effects in Observational Studies with Heterogeneous Partial Interference. (2024). Imbens, Guido ; Qu, Zhaonan ; Xiong, Ruoxuan ; Liu, Jizhou. In: Papers. RePEc:arx:papers:2107.12420. Full description at Econpapers || Download paper | |
2024 | Design-Robust Two-Way-Fixed-Effects Regression For Panel Data. (2024). Imbens, Guido ; Luo, Xiaoman ; Lei, Lihua ; Arkhangelsky, Dmitry. In: Papers. RePEc:arx:papers:2107.13737. Full description at Econpapers || Download paper | |
2024 | An Optimal Transport Approach to Estimating Causal Effects via Nonlinear Difference-in-Differences. (2024). Torous, William ; Rigollet, Philippe ; Gunsilius, Florian. In: Papers. RePEc:arx:papers:2108.05858. Full description at Econpapers || Download paper | |
2024 | Wild Bootstrap for Instrumental Variables Regressions with Weak and Few Clusters. (2024). Wang, Wenjie ; Zhang, Yichong. In: Papers. RePEc:arx:papers:2108.13707. Full description at Econpapers || Download paper | |
2024 | Regression Discontinuity Design with Potentially Many Covariates. (2024). Arai, Yoichi ; Otsu, Taisuke ; Seo, Myung Hwan. In: Papers. RePEc:arx:papers:2109.08351. Full description at Econpapers || Download paper | |
2024 | Estimations of the Local Conditional Tail Average Treatment Effect. (2024). Chen, Le-Yu ; Yen, Yu-Min. In: Papers. RePEc:arx:papers:2109.08793. Full description at Econpapers || Download paper | |
2025 | Sequential Kernel Embedding for Mediated and Time-Varying Dose Response Curves. (2025). Singh, Rahul ; Xu, Liyuan ; Gretton, Arthur. In: Papers. RePEc:arx:papers:2111.03950. Full description at Econpapers || Download paper | |
2025 | Dynamic treatment effects: high-dimensional inference under model misspecification. (2025). Zhang, Yuqian ; Ji, Weijie ; Bradic, Jelena. In: Papers. RePEc:arx:papers:2111.06818. Full description at Econpapers || Download paper | |
2024 | Robust Permutation Tests in Linear Instrumental Variables Regression. (2024). Tuvaandorj, Purevdorj. In: Papers. RePEc:arx:papers:2111.13774. Full description at Econpapers || Download paper | |
2025 | From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market outcomes. (2025). Huber, Martin ; Gangl, Selina. In: Papers. RePEc:arx:papers:2111.14524. Full description at Econpapers || Download paper | |
2024 | Robustness, Heterogeneous Treatment Effects and Covariate Shifts. (2024). Spini, Pietro Emilio. In: Papers. RePEc:arx:papers:2112.09259. Full description at Econpapers || Download paper | |
2024 | Long Story Short: Omitted Variable Bias in Causal Machine Learning. (2024). Cinelli, Carlos ; Chernozhukov, Victor ; Newey, Whitney ; Syrgkanis, Vasilis ; Sharma, Amit. In: Papers. RePEc:arx:papers:2112.13398. Full description at Econpapers || Download paper | |
2025 | Nested Nonparametric Instrumental Variable Regression: Long Term, Mediated, and Time Varying Treatment Effects. (2024). Singh, Rahul. In: Papers. RePEc:arx:papers:2112.14249. Full description at Econpapers || Download paper | |
2024 | Technology, Institution, and Regional Growth: Evidence from Mineral Mining Industry in Industrializing Japan. (2024). Ogasawara, Kota. In: Papers. RePEc:arx:papers:2112.14514. Full description at Econpapers || Download paper | |
2024 | Binary response model with many weak instruments. (2024). Seong, Dakyung. In: Papers. RePEc:arx:papers:2201.04811. Full description at Econpapers || Download paper | |
2024 | Kernel methods for long term dose response curves. (2024). Singh, Rahul. In: Papers. RePEc:arx:papers:2201.05139. Full description at Econpapers || Download paper | |
2024 | Non-Existent Moments of Earnings Growth. (2024). Wang, Yulong ; Sasaki, Yuya ; Sarpietro, Silvia. In: Papers. RePEc:arx:papers:2203.08014. Full description at Econpapers || Download paper | |
2025 | Selection and parallel trends. (2024). Sant'Anna, Pedro ; Wuthrich, Kaspar ; Ghanem, Dalia. In: Papers. RePEc:arx:papers:2203.09001. Full description at Econpapers || Download paper | |
2024 | Finitely Heterogeneous Treatment Effect in Event-study. (2024). Shin, Myungkou. In: Papers. RePEc:arx:papers:2204.02346. Full description at Econpapers || Download paper | |
2024 | Inference for Cluster Randomized Experiments with Non-ignorable Cluster Sizes. (2024). Tabord-Meehan, Max ; Shaikh, Azeem ; Canay, Ivan ; Bugni, Federico. In: Papers. RePEc:arx:papers:2204.08356. Full description at Econpapers || Download paper | |
2024 | A Heteroskedasticity-Robust Overidentifying Restriction Test with High-Dimensional Covariates. (2024). Mei, Ziwei ; Guo, Zijian ; Fan, Qingliang. In: Papers. RePEc:arx:papers:2205.00171. Full description at Econpapers || Download paper | |
2024 | Treatment Effects in Bunching Designs: The Impact of Mandatory Overtime Pay on Hours. (2024). Goff, Leonard. In: Papers. RePEc:arx:papers:2205.10310. Full description at Econpapers || Download paper | |
2025 | Robust and Agnostic Learning of Conditional Distributional Treatment Effects. (2023). Kallus, Nathan ; Oprescu, Miruna. In: Papers. RePEc:arx:papers:2205.11486. Full description at Econpapers || Download paper | |
2024 | Estimation and Inference in High-Dimensional Panel Data Models with Interactive Fixed Effects. (2024). LINTON, OLIVER ; Vogt, Michael ; Walsh, Christopher. In: Papers. RePEc:arx:papers:2206.12152. Full description at Econpapers || Download paper | |
2025 | Isotonic propensity score matching. (2025). Otsu, Taisuke ; Xu, Mengshan. In: Papers. RePEc:arx:papers:2207.08868. Full description at Econpapers || Download paper | |
2024 | Local Projection Inference in High Dimensions. (2024). Wilms, Ines ; Smeekes, Stephan ; Adamek, Robert. In: Papers. RePEc:arx:papers:2209.03218. Full description at Econpapers || Download paper | |
2024 | Heterogeneous Treatment Effect Bounds under Sample Selection with an Application to the Effects of Social Media on Political Polarization. (2024). Heiler, Phillip. In: Papers. RePEc:arx:papers:2209.04329. Full description at Econpapers || Download paper | |
2024 | The boosted HP filter is more general than you might think. (2024). Shi, Zhentao ; Phillips, Peter ; Mei, Ziwei. In: Papers. RePEc:arx:papers:2209.09810. Full description at Econpapers || Download paper | |
2024 | Estimation of Heterogeneous Treatment Effects Using a Conditional Moment Based Approach. (2024). Sun, Xiaolin. In: Papers. RePEc:arx:papers:2210.15829. Full description at Econpapers || Download paper | |
2025 | Non-Robustness of the Cluster-Robust Inference: with a Proposal of a New Robust Method. (2025). Wang, Yulong ; Sasaki, Yuya. In: Papers. RePEc:arx:papers:2210.16991. Full description at Econpapers || Download paper | |
2024 | Type I Tobit Bayesian Additive Regression Trees for Censored Outcome Regression. (2024). O'Neill, Eoghan. In: Papers. RePEc:arx:papers:2211.07506. Full description at Econpapers || Download paper | |
2025 | Graph Neural Networks for Causal Inference Under Network Confounding. (2024). Leung, Michael ; Loupos, Pantelis. In: Papers. RePEc:arx:papers:2211.07823. Full description at Econpapers || Download paper | |
2025 | Neighborhood Adaptive Estimators for Causal Inference under Network Interference. (2025). Fang, Fei ; Belloni, Alexandre ; Volfovsky, Alexander. In: Papers. RePEc:arx:papers:2212.03683. Full description at Econpapers || Download paper | |
2024 | On LASSO for High Dimensional Predictive Regression. (2024). Mei, Ziwei ; Shi, Zhentao. In: Papers. RePEc:arx:papers:2212.07052. Full description at Econpapers || Download paper | |
2024 | Forward Orthogonal Deviations GMM and the Absence of Large Sample Bias. (2024). Phillips, Robert. In: Papers. RePEc:arx:papers:2212.14075. Full description at Econpapers || Download paper | |
2025 | Identifying causal effects with subjective ordinal outcomes. (2025). Goff, Leonard. In: Papers. RePEc:arx:papers:2212.14622. Full description at Econpapers || Download paper | |
2024 | Digital Divide: Empirical Study of CIUS 2020. (2024). Jasiak, Joann ; Tuvaandorj, Purevdorj ; MacKenzie, Peter. In: Papers. RePEc:arx:papers:2301.07855. Full description at Econpapers || Download paper | |
2025 | Automatic Locally Robust Estimation with Generated Regressors. (2023). Escanciano, Juan Carlos. In: Papers. RePEc:arx:papers:2301.10643. Full description at Econpapers || Download paper | |
2024 | Clustered Covariate Regression. (2024). Tsyawo, Emmanuel ; Soale, Abdul-Nasah. In: Papers. RePEc:arx:papers:2302.09255. Full description at Econpapers || Download paper | |
2024 | The First-stage F Test with Many Weak Instruments. (2024). Huang, Zhenhong ; Yao, Jianfeng ; Wang, Chen. In: Papers. RePEc:arx:papers:2302.14423. Full description at Econpapers || Download paper | |
2025 | Aggregated Intersection Bounds and Aggregated Minimax Values. (2024). Semenova, Vira. In: Papers. RePEc:arx:papers:2303.00982. Full description at Econpapers || Download paper | |
2024 | EnsembleIV: Creating Instrumental Variables from Ensemble Learners for Robust Statistical Inference. (2024). Burtch, Gordon ; Yang, Mochen ; Adomavicius, Gediminas ; McFowland, Edward. In: Papers. RePEc:arx:papers:2303.02820. Full description at Econpapers || Download paper | |
2025 | Just Ask Them Twice: Choice Probabilities and Identification of Ex ante returns and Willingness-To-Pay. (2025). Girsberger, Esther Mirjam ; Meango, Romuald. In: Papers. RePEc:arx:papers:2303.03009. Full description at Econpapers || Download paper | |
2025 | Identification- and many instrument-robust inference via invariant moment conditions. (2025). Boot, Tom ; Ligtenberg, Johannes W. In: Papers. RePEc:arx:papers:2303.07822. Full description at Econpapers || Download paper | |
2024 | Bootstrap based asymptotic refinements for high-dimensional nonlinear models. (2024). Rafi, Ahnaf ; Horowitz, Joel L. In: Papers. RePEc:arx:papers:2303.09680. Full description at Econpapers || Download paper | |
2024 | Quasi Maximum Likelihood Estimation of High-Dimensional Factor Models: A Critical Review. (2024). Barigozzi, Matteo. In: Papers. RePEc:arx:papers:2303.11777. Full description at Econpapers || Download paper | |
2024 | Augmented balancing weights as linear regression. (2024). Dukes, Oliver ; Ogburn, Elizabeth L ; Bruns-Smith, David ; Feller, Avi. In: Papers. RePEc:arx:papers:2304.14545. Full description at Econpapers || Download paper | |
2024 | Optimal multi-action treatment allocation: A two-phase field experiment to boost immigrant naturalization. (2024). Ahrens, Achim ; Kurer, Selina ; Hangartner, Dominik ; Stampi-Bombelli, Alessandra. In: Papers. RePEc:arx:papers:2305.00545. Full description at Econpapers || Download paper | |
2024 | Federated Offline Policy Learning. (2024). Athey, Susan ; Carranza, Aldo Gael. In: Papers. RePEc:arx:papers:2305.12407. Full description at Econpapers || Download paper | |
2024 | Estimating overidentified linear models with heteroskedasticity and outliers. (2024). Wang, Lei. In: Papers. RePEc:arx:papers:2305.17615. Full description at Econpapers || Download paper | |
2024 | Life after (Soft) Default. (2024). De Giorgi, Giacomo ; Naguib, Costanza. In: Papers. RePEc:arx:papers:2306.00574. Full description at Econpapers || Download paper | |
2025 | Parametrization, Prior Independence, and the Semiparametric Bernstein-von Mises Theorem for the Partially Linear Model. (2025). Walker, Christopher D. In: Papers. RePEc:arx:papers:2306.03816. Full description at Econpapers || Download paper | |
2024 | Maximally Machine-Learnable Portfolios. (2024). Goulet Coulombe, Philippe ; Goebel, Maximilian. In: Papers. RePEc:arx:papers:2306.05568. Full description at Econpapers || Download paper | |
2024 | Inference in IV models with clustered dependence, many instruments and weak identification. (2024). Ligtenberg, Johannes W. In: Papers. RePEc:arx:papers:2306.08559. Full description at Econpapers || Download paper | |
2024 | Testing for Peer Effects without Specifying the Network Structure. (2024). Liu, Xiaodong ; Jung, Hyun Seok. In: Papers. RePEc:arx:papers:2306.09806. Full description at Econpapers || Download paper | |
2024 | Factor-augmented sparse MIDAS regressions with an application to nowcasting. (2024). Striaukas, Jonas ; Beyhum, Jad. In: Papers. RePEc:arx:papers:2306.13362. Full description at Econpapers || Download paper | |
2024 | A Double Machine Learning Approach to Combining Experimental and Observational Data. (2024). Orlandi, Vittorio ; Roy, Sudeepa ; Morucci, Marco ; Parikh, Harsh ; Rudin, Cynthia ; Volfovsky, Alexander. In: Papers. RePEc:arx:papers:2307.01449. Full description at Econpapers || Download paper | |
2025 | On the Efficiency of Finely Stratified Experiments. (2025). Tabord-Meehan, Max ; Shaikh, Azeem ; Bai, Yuehao ; Liu, Jizhou. In: Papers. RePEc:arx:papers:2307.15181. Full description at Econpapers || Download paper | |
2024 | Linear Regression with Weak Exogeneity. (2024). Sølvsten, Mikkel ; Solvsten, Mikkel ; Mikusheva, Anna. In: Papers. RePEc:arx:papers:2308.08958. Full description at Econpapers || Download paper | |
2024 | Weak Identification with Many Instruments. (2024). Sun, Liyang ; Mikusheva, Anna. In: Papers. RePEc:arx:papers:2308.09535. Full description at Econpapers || Download paper | |
2024 | Fixed-b Asymptotics for Panel Models with Two-Way Clustering. (2024). Vogelsang, Timothy ; Chen, Kaicheng. In: Papers. RePEc:arx:papers:2309.08707. Full description at Econpapers || Download paper | |
2024 | Bounds on Average Effects in Discrete Choice Panel Data Models. (2024). Pakel, Cavit ; Weidner, Martin. In: Papers. RePEc:arx:papers:2309.09299. Full description at Econpapers || Download paper | |
2024 | Inference for Nonlinear Endogenous Treatment Effects Accounting for High-Dimensional Covariate Complexity. (2024). Mei, Ziwei ; Guo, Zijian ; Fan, Qingliang ; Zhang, Cun-Hui. In: Papers. RePEc:arx:papers:2310.08063. Full description at Econpapers || Download paper | |
2024 | Transparency challenges in policy evaluation with causal machine learning -- improving usability and accountability. (2024). Rehill, Patrick ; Biddle, Nicholas. In: Papers. RePEc:arx:papers:2310.13240. Full description at Econpapers || Download paper | |
2025 | Causal Q-Aggregation for CATE Model Selection. (2025). Syrgkanis, Vasilis ; Lan, Hui. In: Papers. RePEc:arx:papers:2310.16945. Full description at Econpapers || Download paper | |
2024 | An Identification and Dimensionality Robust Test for Instrumental Variables Models. (2024). Navjeevan, Manu. In: Papers. RePEc:arx:papers:2311.14892. Full description at Econpapers || Download paper | |
2024 | Causal Models for Longitudinal and Panel Data: A Survey. (2024). Imbens, Guido ; Arkhangelsky, Dmitry. In: Papers. RePEc:arx:papers:2311.15458. Full description at Econpapers || Download paper | |
2024 | Optimal Categorical Instrumental Variables. (2024). Wiemann, Thomas. In: Papers. RePEc:arx:papers:2311.17021. Full description at Econpapers || Download paper | |
More than 100 citations found, this list is not complete... |
Year | Title | Type | Cited |
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2015 | Post-Selection and Post-Regularization Inference in Linear Models with Many Controls and Instruments In: American Economic Review. [Full Text][Citation analysis] | article | 88 |
2015 | Post-Selection and Post-Regularization Inference in Linear Models with Many Controls and Instruments.(2015) In: Papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 88 | paper | |
2015 | Post-selection and post-regularization inference in linear models with many controls and instruments.(2015) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 88 | paper | |
2015 | Post-selection and post-regularization inference in linear models with many controls and instruments.(2015) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 88 | paper | |
2017 | Double/Debiased/Neyman Machine Learning of Treatment Effects In: American Economic Review. [Full Text][Citation analysis] | article | 120 |
2019 | Pre-event Trends in the Panel Event-Study Design In: American Economic Review. [Full Text][Citation analysis] | article | 147 |
2019 | Pre-event Trends in the Panel Event-study Design.(2019) In: Working Papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 147 | paper | |
2018 | Pre-event Trends in the Panel Event-study Design.(2018) In: NBER Working Papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 147 | paper | |
2014 | High-Dimensional Methods and Inference on Structural and Treatment Effects In: Journal of Economic Perspectives. [Full Text][Citation analysis] | article | 338 |
2013 | High dimensional methods and inference on structural and treatment effects.(2013) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 338 | paper | |
2013 | High dimensional methods and inference on structural and treatment effects.(2013) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 338 | paper | |
2013 | Quantile Models with Endogeneity In: Annual Review of Economics. [Full Text][Citation analysis] | article | 39 |
2013 | Quantile Models with Endogeneity.(2013) In: Papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 39 | paper | |
2013 | Quantile models with endogeneity.(2013) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 39 | paper | |
2013 | Quantile models with endogeneity.(2013) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 39 | paper | |
2015 | Valid Post-Selection and Post-Regularization Inference: An Elementary, General Approach In: Annual Review of Economics. [Full Text][Citation analysis] | article | 62 |
2015 | Valid Post-Selection and Post-Regularization Inference: An Elementary, General Approach.(2015) In: Papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 62 | paper | |
2016 | Valid post-selection and post-regularization inference: An elementary, general approach.(2016) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 62 | paper | |
2016 | Valid post-selection and post-regularization inference: An elementary, general approach.(2016) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 62 | paper | |
2015 | Sparse Models and Methods for Optimal Instruments with an Application to Eminent Domain In: Papers. [Full Text][Citation analysis] | paper | 486 |
2012 | Sparse Models and Methods for Optimal Instruments With an Application to Eminent Domain.(2012) In: Econometrica. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 486 | article | |
2010 | Sparse models and methods for optimal instruments with an application to eminent domain.(2010) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 486 | paper | |
2011 | LASSO Methods for Gaussian Instrumental Variables Models In: Papers. [Full Text][Citation analysis] | paper | 9 |
2011 | Inference for High-Dimensional Sparse Econometric Models In: Papers. [Full Text][Citation analysis] | paper | 69 |
2011 | Inference for high-dimensional sparse econometric models.(2011) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 69 | paper | |
2012 | Inference on Treatment Effects After Selection Amongst High-Dimensional Controls In: Papers. [Full Text][Citation analysis] | paper | 80 |
2012 | Inference on treatment effects after selection amongst high-dimensional controls.(2012) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 80 | paper | |
2013 | Inference on treatment effects after selection amongst high-dimensional controls.(2013) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 80 | paper | |
2012 | Inference on treatment effects after selection amongst high-dimensional controls.(2012) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 80 | paper | |
2013 | Inference on treatment effects after selection amongst high-dimensional controls.(2013) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 80 | paper | |
2013 | Supplementary Appendix for Inference on Treatment Effects After Selection Amongst High-Dimensional Controls In: Papers. [Full Text][Citation analysis] | paper | 64 |
2018 | Program Evaluation and Causal Inference with High-Dimensional Data In: Papers. [Full Text][Citation analysis] | paper | 191 |
2016 | Program evaluation and causal inference with high-dimensional data.(2016) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 191 | paper | |
2016 | Program evaluation and causal inference with high-dimensional data.(2016) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 191 | paper | |
2017 | Program Evaluation and Causal Inference With High‐Dimensional Data.(2017) In: Econometrica. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 191 | article | |
2014 | Inference in High Dimensional Panel Models with an Application to Gun Control In: Papers. [Full Text][Citation analysis] | paper | 81 |
2014 | Inference in high dimensional panel models with an application to gun control.(2014) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 81 | paper | |
2014 | Inference in high dimensional panel models with an application to gun control.(2014) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 81 | paper | |
2016 | Inference in High-Dimensional Panel Models With an Application to Gun Control.(2016) In: Journal of Business & Economic Statistics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 81 | article | |
2015 | A lava attack on the recovery of sums of dense and sparse signals In: Papers. [Full Text][Citation analysis] | paper | 0 |
2015 | A lava attack on the recovery of sums of dense and sparse signals.(2015) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 0 | paper | |
2015 | A lava attack on the recovery of sums of dense and sparse signals.(2015) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 0 | paper | |
2015 | A lava attack on the recovery of sums of dense and sparse signals.(2015) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 0 | paper | |
2015 | A lava attack on the recovery of sums of dense and sparse signals.(2015) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 0 | paper | |
2024 | Double/Debiased Machine Learning for Treatment and Causal Parameters In: Papers. [Full Text][Citation analysis] | paper | 103 |
2016 | The Factor-Lasso and K-Step Bootstrap Approach for Inference in High-Dimensional Economic Applications In: Papers. [Full Text][Citation analysis] | paper | 17 |
2019 | THE FACTOR-LASSO AND K-STEP BOOTSTRAP APPROACH FOR INFERENCE IN HIGH-DIMENSIONAL ECONOMIC APPLICATIONS.(2019) In: Econometric Theory. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 17 | article | |
2016 | The Factor-Lasso and K-Step Bootstrap Approach for Inference in High-Dimensional Economic Applications.(2016) In: MPRA Paper. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 17 | paper | |
2016 | The Factor-Lasso and K-Step Bootstrap Approach for Inference in High-Dimensional Economic Applications.(2016) In: Departmental Working Papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 17 | paper | |
2019 | Simultaneous Confidence Intervals for High-dimensional Linear Models with Many Endogenous Variables In: Papers. [Full Text][Citation analysis] | paper | 5 |
2017 | Simultaneous confidence intervals for high-dimensional linear models with many endogenous variables.(2017) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 5 | paper | |
2017 | Simultaneous confidence intervals for high-dimensional linear models with many endogenous variables.(2017) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 5 | paper | |
2018 | High-Dimensional Econometrics and Regularized GMM In: Papers. [Full Text][Citation analysis] | paper | 20 |
2018 | High-dimensional econometrics and regularized GMM.(2018) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 20 | paper | |
2019 | lassopack: Model selection and prediction with regularized regression in Stata In: Papers. [Full Text][Citation analysis] | paper | 85 |
2019 | lassopack: Model Selection and Prediction with Regularized Regression in Stata.(2019) In: IZA Discussion Papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 85 | paper | |
2020 | lassopack: Model selection and prediction with regularized regression in Stata.(2020) In: Stata Journal. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 85 | article | |
2020 | Instrumental Variable Quantile Regression In: Papers. [Full Text][Citation analysis] | paper | 7 |
2023 | Inference for Low-Rank Models In: Papers. [Full Text][Citation analysis] | paper | 2 |
2023 | pystacked: Stacking generalization and machine learning in Stata In: Papers. [Full Text][Citation analysis] | paper | 6 |
2022 | pystacked: Stacking generalization and machine learning in Stata.(2022) In: Swiss Stata Conference 2022. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 6 | paper | |
2023 | pystacked: Stacking generalization and machine learning in Stata.(2023) In: Stata Journal. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 6 | article | |
2024 | ddml: Double/debiased machine learning in Stata In: Papers. [Full Text][Citation analysis] | paper | 6 |
2022 | ddml: Double/debiased machine learning in Stata.(2022) In: Swiss Stata Conference 2022. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 6 | paper | |
2023 | ddml: Double/Debiased Machine Learning in Stata.(2023) In: IZA Discussion Papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 6 | paper | |
2024 | ddml: Double/debiased machine learning in Stata.(2024) In: Stata Journal. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 6 | article | |
2017 | Double/debiased machine learning for treatment and structural parameters In: CeMMAP working papers. [Full Text][Citation analysis] | paper | 754 |
2017 | Double/debiased machine learning for treatment and structural parameters.(2017) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 754 | paper | |
2017 | Double/Debiased Machine Learning for Treatment and Structural Parameters.(2017) In: NBER Working Papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 754 | paper | |
2018 | Double/debiased machine learning for treatment and structural parameters.(2018) In: Econometrics Journal. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 754 | article | |
2014 | Program evaluation with high-dimensional data In: CeMMAP working papers. [Full Text][Citation analysis] | paper | 21 |
2015 | Program evaluation with high-dimensional data.(2015) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 21 | paper | |
2013 | Program evaluation with high-dimensional data.(2013) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 21 | paper | |
2013 | Program evaluation with high-dimensional data.(2013) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 21 | paper | |
2014 | Program evaluation with high-dimensional data.(2014) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 21 | paper | |
2015 | Program evaluation with high-dimensional data.(2015) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 21 | paper | |
2013 | Program evaluation with high-dimensional data.(2013) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 21 | paper | |
2013 | Program evaluation with high-dimensional data.(2013) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 21 | paper | |
2016 | hdm: High-Dimensional Metrics In: CeMMAP working papers. [Full Text][Citation analysis] | paper | 23 |
2016 | hdm: High-Dimensional Metrics.(2016) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 23 | paper | |
2011 | Estimation of treatment effects with high-dimensional controls In: CeMMAP working papers. [Full Text][Citation analysis] | paper | 5 |
2011 | Estimation of treatment effects with high-dimensional controls.(2011) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 5 | paper | |
2016 | Double machine learning for treatment and causal parameters In: CeMMAP working papers. [Full Text][Citation analysis] | paper | 32 |
2016 | Double machine learning for treatment and causal parameters.(2016) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 32 | paper | |
2022 | Visualization, Identification, and Estimation in the Linear Panel Event Study Design In: Working Papers. [Full Text][Citation analysis] | paper | 41 |
2021 | Visualization, Identification, and stimation in the Linear Panel Event-Study Design.(2021) In: Working Papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 41 | paper | |
2021 | Visualization, Identification, and Estimation in the Linear Panel Event-Study Design.(2021) In: NBER Working Papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 41 | paper | |
2008 | Estimation With Many Instrumental Variables In: Journal of Business & Economic Statistics. [Full Text][Citation analysis] | article | 191 |
2006 | Estimation with many instrumental variables.(2006) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 191 | paper | |
2009 | A Penalty Function Approach to Bias Reduction in Nonlinear Panel Models with Fixed Effects In: Journal of Business & Economic Statistics. [Full Text][Citation analysis] | article | 70 |
2009 | Identification of Marginal Effects in a Nonparametric Correlated Random Effects Model In: Journal of Business & Economic Statistics. [Full Text][Citation analysis] | article | 39 |
2010 | Instrumental Variables Estimation With Flexible Distributions In: Journal of Business & Economic Statistics. [Full Text][Citation analysis] | article | 25 |
2007 | Instrumental variables estimation with flexible distribution.(2007) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 25 | paper | |
2018 | Inference with Dependent Data in Accounting and Finance Applications In: Journal of Accounting Research. [Full Text][Citation analysis] | article | 38 |
2023 | pystacked and ddml: machine learning for prediction and causal inference in Stata In: UK Stata Conference 2023. [Full Text][Citation analysis] | paper | 0 |
2018 | LASSOPACK and PDSLASSO: Prediction, model selection and causal inference with regularized regression In: London Stata Conference 2018. [Full Text][Citation analysis] | paper | 2 |
2009 | ADMISSIBLE INVARIANT SIMILAR TESTS FOR INSTRUMENTAL VARIABLES REGRESSION In: Econometric Theory. [Full Text][Citation analysis] | article | 17 |
2016 | FIXED-b ASYMPTOTICS FOR SPATIALLY DEPENDENT ROBUST NONPARAMETRIC COVARIANCE MATRIX ESTIMATORS In: Econometric Theory. [Full Text][Citation analysis] | article | 23 |
2005 | An IV Model of Quantile Treatment Effects In: Econometrica. [Full Text][Citation analysis] | article | 530 |
2004 | Finite-Sample Inference Methods for Quantile Regression Models In: Econometric Society 2004 North American Winter Meetings. [Citation analysis] | paper | 0 |
2008 | The reduced form: A simple approach to inference with weak instruments In: Economics Letters. [Full Text][Citation analysis] | article | 133 |
2007 | Inference approaches for instrumental variable quantile regression In: Economics Letters. [Full Text][Citation analysis] | article | 25 |
2006 | Instrumental quantile regression inference for structural and treatment effect models In: Journal of Econometrics. [Full Text][Citation analysis] | article | 367 |
2007 | Generalized least squares inference in panel and multilevel models with serial correlation and fixed effects In: Journal of Econometrics. [Full Text][Citation analysis] | article | 152 |
2007 | Asymptotic properties of a robust variance matrix estimator for panel data when T is large In: Journal of Econometrics. [Full Text][Citation analysis] | article | 196 |
2008 | Instrumental variable quantile regression: A robust inference approach In: Journal of Econometrics. [Full Text][Citation analysis] | article | 315 |
2008 | A semi-parametric Bayesian approach to the instrumental variable problem In: Journal of Econometrics. [Full Text][Citation analysis] | article | 60 |
2009 | Finite sample inference for quantile regression models In: Journal of Econometrics. [Full Text][Citation analysis] | article | 46 |
2011 | Inference with dependent data using cluster covariance estimators In: Journal of Econometrics. [Full Text][Citation analysis] | article | 198 |
2014 | Instrumental variables estimation with many weak instruments using regularized JIVE In: Journal of Econometrics. [Full Text][Citation analysis] | article | 50 |
2016 | Grouped effects estimators in fixed effects models In: Journal of Econometrics. [Full Text][Citation analysis] | article | 39 |
2022 | High-dimensional linear models with many endogenous variables In: Journal of Econometrics. [Full Text][Citation analysis] | article | 2 |
2019 | Inference for heterogeneous effects using low-rank estimations In: CeMMAP working papers. [Full Text][Citation analysis] | paper | 10 |
2014 | Inference on Treatment Effects after Selection among High-Dimensional Controls€ In: The Review of Economic Studies. [Full Text][Citation analysis] | article | 531 |
2023 | Targeted Undersmoothing: Sensitivity Analysis for Sparse Estimators In: The Review of Economics and Statistics. [Full Text][Citation analysis] | article | 0 |
2004 | The Effects of 401(K) Participation on the Wealth Distribution: An Instrumental Quantile Regression Analysis In: The Review of Economics and Statistics. [Full Text][Citation analysis] | article | 86 |
2012 | Plausibly Exogenous In: The Review of Economics and Statistics. [Full Text][Citation analysis] | article | 251 |
2025 | xtevent: Estimation and visualization in the linear panel event-study designJournal: Stata Journal In: Stata Journal. [Full Text][Citation analysis] | article | 0 |
2007 | Some Flexible Parametric Models for Partially Adaptive Estimators of Econometric Models In: Economics Discussion Papers. [Full Text][Citation analysis] | paper | 19 |
2007 | Some Flexible Parametric Models for Partially Adaptive Estimators of Econometric Models.(2007) In: Economics - The Open-Access, Open-Assessment E-Journal (2007-2020). [Full Text][Citation analysis] This paper has nother version. Agregated cites: 19 | article | |
2018 | Targeted undersmoothing In: ECON - Working Papers. [Full Text][Citation analysis] | paper | 5 |
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