34
H index
44
i10 index
6125
Citations
University of Chicago | 34 H index 44 i10 index 6125 Citations RESEARCH PRODUCTION: 39 Articles 81 Papers RESEARCH ACTIVITY:
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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 |
Journal of Business & Economic Statistics | 4 |
American Economic Review | 3 |
Econometric Theory | 3 |
Stata Journal | 3 |
The Review of Economics and Statistics | 3 |
Econometrica | 2 |
Economics Letters | 2 |
Annual Review of Economics | 2 |
Year ![]() | Title of citing document ![]() | |
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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 | Estimating Treatment Effects using Multiple Surrogates: The Role of the Surrogate Score and the Surrogate Index. (2016). Chetty, Raj ; Athey, Susan ; Kang, Hyunseung ; Imbens, Guido. In: Papers. RePEc:arx:papers:1603.09326. Full description at Econpapers || Download paper | |
2024 | Promotion through Connections: Favors or Information?. (2017). 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. (2020). Babii, Andrii ; FLORENS, Jean-Pierre. In: Papers. RePEc:arx:papers:1709.03473. Full description at Econpapers || Download paper | |
2024 | Dynamically optimal treatment allocation using Reinforcement Learning. (2019). Schilter, Claudio ; Geiecke, Friedrich ; Adusumilli, Karun. In: Papers. RePEc:arx:papers:1904.01047. Full description at Econpapers || Download paper | |
2024 | Policy Targeting under Network Interference. (2019). Viviano, Davide. In: Papers. RePEc:arx:papers:1906.10258. Full description at Econpapers || Download paper | |
2024 | Inference on weighted average value function in high-dimensional state space. (2019). Chernozhukov, Victor ; Semenova, Vira ; Newey, Whitney. In: Papers. RePEc:arx:papers:1908.09173. Full description at Econpapers || Download paper | |
2024 | Uniform Inference in High-Dimensional Generalized Additive Models. (2020). Spindler, Martin ; Kueck, Jannis ; Klaassen, Sven ; Bach, Philipp. In: Papers. RePEc:arx:papers:2004.01623. Full description at Econpapers || Download paper | |
2024 | When Should We (Not) Interpret Linear IV Estimands as LATE?. (2020). Sloczy, Tymon. In: Papers. RePEc:arx:papers:2011.06695. Full description at Econpapers || Download paper | |
2024 | Policy choice in experiments with unknown interference. (2020). Viviano, Davide. In: Papers. RePEc:arx:papers:2011.08174. Full description at Econpapers || Download paper | |
2024 | Adversarial Estimation of Riesz Representers. (2020). Syrgkanis, Vasilis ; Singh, Rahul ; Newey, Whitney ; Chernozhukov, Victor. In: Papers. RePEc:arx:papers:2101.00009. Full description at Econpapers || Download paper | |
2024 | Debiased Kernel Methods. (2021). Singh, Rahul. In: Papers. RePEc:arx:papers:2102.11076. Full description at Econpapers || Download paper | |
2024 | Dynamic covariate balancing: estimating treatment effects over time. (2021). Bradic, Jelena ; Viviano, Davide. In: Papers. RePEc:arx:papers:2103.01280. Full description at Econpapers || Download paper | |
2024 | Causal Reinforcement Learning: An Instrumental Variable Approach. (2021). Zhang, Xiaowei ; Luo, YE ; 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. (2021). Spindler, Martin ; Kurz, Malte S ; Chernozhukov, Victor ; Bach, Philipp. In: Papers. RePEc:arx:papers:2103.09603. Full description at Econpapers || Download paper | |
2024 | Assessing the Impact of COVID-19 on Trade: a Machine Learning Counterfactual Analysis. (2021). Duenas, Marco ; Serti, Francesco ; Riccaboni, Massimo ; Ortiz, V'Ictor. In: Papers. RePEc:arx:papers:2104.04570. Full description at Econpapers || Download paper | |
2024 | Automatic Debiased Machine Learning via Neural Nets for Generalized Linear Regression. (2021). Chernozhukov, Victor ; Syrgkanis, Vasilis ; Quintas-Martinez, Victor ; Newey, Whitney K. In: Papers. RePEc:arx:papers:2104.14737. Full description at Econpapers || Download paper | |
2025 | Learning Financial Network with Focally Sparse Structure. (2021). 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. (2021). Xu, Yizhen ; Sani, Numair ; Ghassami, Amiremad ; Shpitser, Ilya. In: Papers. RePEc:arx:papers:2105.09254. Full description at Econpapers || Download paper | |
2024 | Identification and Estimation of Average Partial Effects in Semiparametric Binary Response Panel Models. (2021). Poirier, Alexandre ; Shiu, Ji-Liang ; Liu, Laura. 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. (2021). Singh, Rahul ; Agarwal, Anish. In: Papers. RePEc:arx:papers:2107.02780. Full description at Econpapers || Download paper | |
2024 | Efficient Treatment Effect Estimation in Observational Studies under Heterogeneous Partial Interference. (2021). Imbens, Guido ; Liu, Jizhou ; Xiong, Ruoxuan ; Qu, Zhaonan. In: Papers. RePEc:arx:papers:2107.12420. Full description at Econpapers || Download paper | |
2024 | Double-Robust Two-Way-Fixed-Effects Regression For Panel Data. (2021). 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 Causal Inference. (2021). Rigollet, Philippe ; Gunsilius, Florian ; Torous, William. 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. (2021). 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. (2021). Arai, Yoichi ; Seo, Myung Hwan ; Otsu, Taisuke. In: Papers. RePEc:arx:papers:2109.08351. Full description at Econpapers || Download paper | |
2024 | Estimations of the Conditional Tail Average Treatment Effect. (2021). Yen, Yu-Min ; Chen, Le-Yu. In: Papers. RePEc:arx:papers:2109.08793. Full description at Econpapers || Download paper | |
2025 | Kernel Methods for Multistage Causal Inference: Mediation Analysis and Dynamic Treatment Effects. (2021). Gretton, Arthur ; Xu, Liyuan ; Singh, Rahul. In: Papers. RePEc:arx:papers:2111.03950. Full description at Econpapers || Download paper | |
2025 | Dynamic treatment effects: high-dimensional inference under model misspecification. (2021). Bradic, Jelena ; Ji, Weijie ; Zhang, Yuqian. In: Papers. RePEc:arx:papers:2111.06818. Full description at Econpapers || Download paper | |
2024 | Robust Permutation Tests in Linear Instrumental Variables Regression. (2021). 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 attachment. (2021). 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. (2021). Spini, Pietro Emilio. In: Papers. RePEc:arx:papers:2112.09259. Full description at Econpapers || Download paper | |
2024 | Omitted Variable Bias in Machine Learned Causal Models. (2021). Chernozhukov, Victor ; Newey, Whitney ; Cinelli, Carlos ; Syrgkanis, Vasilis ; Sharma, Amit. In: Papers. RePEc:arx:papers:2112.13398. Full description at Econpapers || Download paper | |
2024 | A Finite Sample Theorem for Longitudinal Causal Inference with Machine Learning: Long Term, Dynamic, and Mediated Effects. (2021). Singh, Rahul. In: Papers. RePEc:arx:papers:2112.14249. Full description at Econpapers || Download paper | |
2024 | Prosperity or pollution? Mineral mining and regional growth in industrializing Japan. (2021). Ogasawara, Kota. In: Papers. RePEc:arx:papers:2112.14514. Full description at Econpapers || Download paper | |
2024 | Binary response model with many weak instruments. (2022). Seong, Dakyung. In: Papers. RePEc:arx:papers:2201.04811. Full description at Econpapers || Download paper | |
2024 | Generalized Kernel Ridge Regression for Long Term Causal Inference: Treatment Effects, Dose Responses, and Counterfactual Distributions. (2022). Singh, Rahul. In: Papers. RePEc:arx:papers:2201.05139. Full description at Econpapers || Download paper | |
2024 | How Unequally Heavy Are the Tails of the Distributions of Income Growth?. (2022). Sarpietro, Silvia ; Wang, Yulong ; Sasaki, Yuya. In: Papers. RePEc:arx:papers:2203.08014. Full description at Econpapers || Download paper | |
2024 | Selection and parallel trends. (2022). Ghanem, Dalia ; Wuthrich, Kaspar. In: Papers. RePEc:arx:papers:2203.09001. Full description at Econpapers || Download paper | |
2024 | Finitely Heterogeneous Treatment Effect in Event-study. (2022). 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. (2022). Tabord-Meehan, Max ; Shaikh, Azeem ; Canay, Ivan ; Bugni, Federico . In: Papers. RePEc:arx:papers:2204.08356. Full description at Econpapers || Download paper | |
2024 | Testing Overidentifying Restrictions with High-Dimensional Data and Heteroskedasticity. (2022). 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 the Federal Overtime Rule on Hours. (2022). Goff, Leonard. In: Papers. RePEc:arx:papers:2205.10310. Full description at Econpapers || Download paper | |
2024 | CCE Estimation of High-Dimensional Panel Data Models with Interactive Fixed Effects. (2022). Linton, Oliver ; Walsh, Christopher ; Vogt, Michael. In: Papers. RePEc:arx:papers:2206.12152. Full description at Econpapers || Download paper | |
2025 | Isotonic propensity score matching. (2022). Otsu, Taisuke ; Xu, Mengshan. In: Papers. RePEc:arx:papers:2207.08868. Full description at Econpapers || Download paper | |
2024 | Local Projection Inference in High Dimensions. (2022). Wilms, Ines ; Smeekes, Stephan ; Adamek, Robert. In: Papers. RePEc:arx:papers:2209.03218. Full description at Econpapers || Download paper | |
2024 | Estimating Heterogeneous Bounds for Treatment Effects under Sample Selection and Non-response. (2022). 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. (2022). Shi, Zhentao ; 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. (2022). 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. (2022). 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. (2022). O'Neill, Eoghan. In: Papers. RePEc:arx:papers:2211.07506. Full description at Econpapers || Download paper | |
2024 | Unconfoundedness with Network Interference. (2022). Loupos, Pantelis ; Leung, Michael P. In: Papers. RePEc:arx:papers:2211.07823. Full description at Econpapers || Download paper | |
2025 | Neighborhood Adaptive Estimators for Causal Inference under Network Interference. (2022). Volfovsky, Alexander ; Fang, Fei ; Belloni, Alexandre. In: Papers. RePEc:arx:papers:2212.03683. Full description at Econpapers || Download paper | |
2024 | On LASSO for High Dimensional Predictive Regression. (2022). Shi, Zhentao ; Mei, Ziwei. 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. (2022). Phillips, Robert. In: Papers. RePEc:arx:papers:2212.14075. Full description at Econpapers || Download paper | |
2025 | Causal identification with subjective outcomes. (2022). Goff, Leonard. In: Papers. RePEc:arx:papers:2212.14622. Full description at Econpapers || Download paper | |
2024 | Digital Divide: Empirical Study of CIUS 2020. (2023). Jasiak, Joann ; Tuvaandorj, Purevdorj ; MacKenzie, Peter. In: Papers. RePEc:arx:papers:2301.07855. Full description at Econpapers || Download paper | |
2024 | Clustered Covariate Regression. (2023). Tsyawo, Emmanuel ; Soale, Abdul-Nasah. In: Papers. RePEc:arx:papers:2302.09255. Full description at Econpapers || Download paper | |
2024 | Assessing the strength of many instruments with the first-stage F and Cragg-Donald statistics. (2023). Yao, Jianfeng ; Wang, Chen ; Huang, Zhenhong. In: Papers. RePEc:arx:papers:2302.14423. Full description at Econpapers || Download paper | |
2024 | Adaptive Estimation of Intersection Bounds: a Classification Approach. (2023). 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. (2023). Adomavicius, Gediminas ; Yang, Mochen ; McFowland, Edward ; Burtch, Gordon. In: Papers. RePEc:arx:papers:2303.02820. Full description at Econpapers || Download paper | |
2025 | Identification of Ex Ante Returns Using Elicited Choice Probabilities. (2023). 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. (2023). Ligtenberg, Johannes W ; Boot, Tom. In: Papers. RePEc:arx:papers:2303.07822. Full description at Econpapers || Download paper | |
2024 | Bootstrap based asymptotic refinements for high-dimensional nonlinear models. (2023). 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. (2023). Barigozzi, Matteo. In: Papers. RePEc:arx:papers:2303.11777. Full description at Econpapers || Download paper | |
2024 | Augmented balancing weights as linear regression. (2023). Ogburn, Elizabeth L ; Feller, Avi ; Dukes, Oliver ; Bruns-Smith, David. 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. (2023). Hangartner, Dominik ; Kurer, Selina ; Stampi-Bombelli, Alessandra ; Ahrens, Achim. In: Papers. RePEc:arx:papers:2305.00545. Full description at Econpapers || Download paper | |
2024 | Federated Offline Policy Learning with Heterogeneous Observational Data. (2023). Athey, Susan ; Carranza, Aldo Gael. In: Papers. RePEc:arx:papers:2305.12407. Full description at Econpapers || Download paper | |
2024 | Bridging TSLS and JIVE. (2023). Wang, Lei. In: Papers. RePEc:arx:papers:2305.17615. Full description at Econpapers || Download paper | |
2024 | Life after (Soft) Default. (2023). De Giorgi, Giacomo ; Naguib, Costanza. In: Papers. RePEc:arx:papers:2306.00574. Full description at Econpapers || Download paper | |
2024 | Reparametrization and the Semiparametric Bernstein-von-Mises Theorem. (2023). Walker, Christopher D. In: Papers. RePEc:arx:papers:2306.03816. Full description at Econpapers || Download paper | |
2024 | Maximally Machine-Learnable Portfolios. (2023). Goebel, Maximilian ; Coulombe, Philippe Goulet. 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. (2023). 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. (2023). Liu, Xiaodong ; Jung, Hyunseok. In: Papers. RePEc:arx:papers:2306.09806. Full description at Econpapers || Download paper | |
2024 | Factor-augmented sparse MIDAS regression for nowcasting. (2023). 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. (2023). Volfovsky, Alexander ; Rudin, Cynthia ; Roy, Sudeepa ; Parikh, Harsh ; Orlandi, Vittorio ; Morucci, Marco. In: Papers. RePEc:arx:papers:2307.01449. Full description at Econpapers || Download paper | |
2025 | On the Efficiency of Finely Stratified Experiments. (2023). Shaikh, Azeem ; Tabord-Meehan, Max ; Liu, Jizhou ; Bai, Yuehao. In: Papers. RePEc:arx:papers:2307.15181. Full description at Econpapers || Download paper | |
2024 | Linear Regression with Weak Exogeneity. (2023). Solvsten, Mikkel ; Mikusheva, Anna. In: Papers. RePEc:arx:papers:2308.08958. Full description at Econpapers || Download paper | |
2024 | Weak Identification with Many Instruments. (2023). 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. (2023). Vogelsang, Timothy J ; 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. (2023). Weidner, Martin ; Pakel, Cavit. In: Papers. RePEc:arx:papers:2309.09299. Full description at Econpapers || Download paper | |
2024 | Uniform Inference for Nonlinear Endogenous Treatment Effects with High-Dimensional Covariates. (2023). Zhang, Cun-Hui ; Mei, Ziwei ; Guo, Zijian ; Fan, Qingliang. 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. (2023). Biddle, Nicholas ; Rehill, Patrick. In: Papers. RePEc:arx:papers:2310.13240. Full description at Econpapers || Download paper | |
2024 | An Identification and Dimensionality Robust Test for Instrumental Variables Models. (2023). 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. (2023). Imbens, Guido ; Arkhangelsky, Dmitry. In: Papers. RePEc:arx:papers:2311.15458. Full description at Econpapers || Download paper | |
2024 | Optimal Categorical Instrumental Variables. (2023). Wiemann, Thomas. In: Papers. RePEc:arx:papers:2311.17021. Full description at Econpapers || Download paper | |
2024 | Identifying Causal Effects of Nonbinary, Ordered Treatments using Multiple Instrumental Variables. (2023). Van, Nadja. In: Papers. RePEc:arx:papers:2311.17575. Full description at Econpapers || Download paper | |
2024 | Fused Extended Two-Way Fixed Effects for Difference-in-Differences with Staggered Adoptions. (2023). Faletto, Gregory. In: Papers. RePEc:arx:papers:2312.05985. Full description at Econpapers || Download paper | |
2024 | Estimating Counterfactual Matrix Means with Short Panel Data. (2023). Ross, Brad ; Lei, Lihua. In: Papers. RePEc:arx:papers:2312.07520. Full description at Econpapers || Download paper | |
2024 | Double Machine Learning for Static Panel Models with Fixed Effects. (2023). Polselli, Annalivia ; Clarke, Paul. In: Papers. RePEc:arx:papers:2312.08174. Full description at Econpapers || Download paper | |
More than 100 citations found, this list is not complete... |
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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 | 87 |
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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: 87 | paper | |
2017 | Double/Debiased/Neyman Machine Learning of Treatment Effects In: American Economic Review. [Full Text][Citation analysis] | article | 114 |
2019 | Pre-event Trends in the Panel Event-Study Design In: American Economic Review. [Full Text][Citation analysis] | article | 140 |
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: 140 | 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: 140 | paper | |
2014 | High-Dimensional Methods and Inference on Structural and Treatment Effects In: Journal of Economic Perspectives. [Full Text][Citation analysis] | article | 326 |
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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: 326 | paper | |
2013 | Quantile Models with Endogeneity In: Annual Review of Economics. [Full Text][Citation analysis] | article | 39 |
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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 | 57 |
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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: 57 | paper | |
2015 | Sparse Models and Methods for Optimal Instruments with an Application to Eminent Domain In: Papers. [Full Text][Citation analysis] | paper | 474 |
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: 474 | 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: 474 | 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 | 78 |
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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: 78 | 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: 78 | paper | |
2013 | Supplementary Appendix for Inference on Treatment Effects After Selection Amongst High-Dimensional Controls In: Papers. [Full Text][Citation analysis] | paper | 62 |
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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: 186 | 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: 186 | article | |
2014 | Inference in High Dimensional Panel Models with an Application to Gun Control In: Papers. [Full Text][Citation analysis] | paper | 78 |
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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: 78 | 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: 78 | article | |
2015 | A lava attack on the recovery of sums of dense and sparse signals In: Papers. [Full Text][Citation analysis] | paper | 0 |
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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 | 15 |
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: 15 | 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: 15 | 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: 15 | paper | |
2019 | Simultaneous Confidence Intervals for High-dimensional Linear Models with Many Endogenous Variables In: Papers. [Full Text][Citation analysis] | paper | 5 |
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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 | 19 |
2018 | High-dimensional econometrics and regularized GMM.(2018) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 19 | paper | |
2019 | lassopack: Model selection and prediction with regularized regression in Stata In: Papers. [Full Text][Citation analysis] | paper | 83 |
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: 83 | 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: 83 | 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 | 4 |
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2023 | pystacked: Stacking generalization and machine learning in Stata.(2023) In: Stata Journal. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 4 | article | |
2024 | ddml: Double/debiased machine learning in Stata In: Papers. [Full Text][Citation analysis] | paper | 5 |
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2023 | ddml: Double/Debiased Machine Learning in Stata.(2023) In: IZA Discussion Papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 5 | paper | |
2024 | ddml: Double/debiased machine learning in Stata.(2024) In: Stata Journal. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 5 | article | |
In: . [Full Text][Citation analysis] | paper | 699 | |
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: 699 | 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: 699 | 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: 699 | article | |
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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 | |
In: . [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 | |
In: . [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 | |
In: . [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 | 35 |
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: 35 | 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: 35 | paper | |
2008 | Estimation With Many Instrumental Variables In: Journal of Business & Economic Statistics. [Full Text][Citation analysis] | article | 187 |
2006 | Estimation with many instrumental variables.(2006) In: CeMMAP working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 187 | 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 | 37 |
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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 | 22 |
2005 | An IV Model of Quantile Treatment Effects In: Econometrica. [Full Text][Citation analysis] | article | 522 |
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 | 132 |
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 | 361 |
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 | 146 |
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 | 304 |
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 | 45 |
2011 | Inference with dependent data using cluster covariance estimators In: Journal of Econometrics. [Full Text][Citation analysis] | article | 196 |
2014 | Instrumental variables estimation with many weak instruments using regularized JIVE In: Journal of Econometrics. [Full Text][Citation analysis] | article | 46 |
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 | 8 |
2014 | Inference on Treatment Effects after Selection among High-Dimensional Controls€ In: The Review of Economic Studies. [Full Text][Citation analysis] | article | 515 |
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 | 85 |
2012 | Plausibly Exogenous In: The Review of Economics and Statistics. [Full Text][Citation analysis] | article | 243 |
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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