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Omitted variable bias of Lasso-based inference methods: A finite sample analysis. (2021). Zhu, Ying ; Wuthrich, Kaspar.
In: Papers.
RePEc:arx:papers:1903.08704.

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  1. DS-HECK: double-lasso estimation of Heckman selection model. (2023). Murtazashvili, Irina ; Prokhorov, Artem ; Liu, DI ; Hirukawa, Masayuki.
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  2. Empirical Strategies in Economics: Illuminating the Path From Cause to Effect. (2022). Angrist, Joshua.
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  3. Machine Learning in International Trade Research : Evaluating the Impact of Trade Agreements. (2021). Zylkin, Thomas ; Santos Silva, João ; ruta, michele ; Breinlich, Holger ; Rocha, Nadia ; Corradi, Valentina ; Santos Silva, J. M. C., ; Santos Silva,J. M. C., .
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  4. Machine learning in international trade research - evaluating the impact of trade agreements. (2021). Zylkin, Thomas ; Santos Silva, João ; Rocha, Nadia ; Corradi, Valentina ; Breinlich, Holger ; J. M. C. Santos Silva, ; J. M. C. Santos Silva, ; Ruta, Michele.
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  5. Machine Labor. (2019). Angrist, Joshua ; Frandsen, Brigham.
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References

References cited by this document

  1. (2014) based on the simulation setting of the main text. We use cross-validation to choose the regularization parameters as this is the most commonly-used method in this literature.
    Paper not yet in RePEc: Add citation now
  2. ∩E, we must have θ̂j − θ∗ j ≥ λ 2 . (23) Claim (i) above follows from the argument in Wainwright (2019). To show claim (ii), we develop our own proof.
    Paper not yet in RePEc: Add citation now
  3. Adel Javanmard and Andrea Montanari. Confidence intervals and hypothesis testing for high-dimensional regression. Journal of Machine Learning Research, 15(1):2869–2909, 2014.
    Paper not yet in RePEc: Add citation now
  4. Adrianus W. van der Vaart. Asymptotic Statistics. Cambridge Series in Statistical and Probabilistic Mathematics. Cambridge University Press, New York, 1998.
    Paper not yet in RePEc: Add citation now

  5. Alberto Abadie. Semiparametric instrumental variable estimation of treatment response models. Journal of Econometrics, 113(2):231–263, 2003.

  6. Alexandre Belloni and Victor Chernozhukov. Least squares after model selection in highdimensional sparse models. Bernoulli, 19(2):521–547, 05 2013.
    Paper not yet in RePEc: Add citation now

  7. Alexandre Belloni, Daniel Chen, Victor Chernozhukov, and Christian Hansen. Sparse models and methods for optimal instruments with an application to eminent domain. Econometrica, 80(6):2369–2429, 2012.

  8. Alexandre Belloni, Victor Chernozhukov, and Christian Hansen. Inference on treatment effects after selection among high-dimensional controls. The Review of Economic Studies, 81(2):608–650, 2014.

  9. Alexandre Belloni, Victor Chernozhukov, Christian Hansen, and Damian Kozbur. Inference in high-dimensional panel models with an application to gun control. Journal of Business & Economic Statistics, 34(4):590–605, 2016.

  10. Alexandre Belloni, Victor Chernozhukov, Iván Fernández-Val, and Christian Hansen. Program evaluation and causal inference with high-dimensional data. Econometrica, 85(1): 233–298, 2017b.
    Paper not yet in RePEc: Add citation now
  11. Alexandre Belloni, Victor Chernozhukov, Iván Fernández-Val, and Christian Hansen. Supplement to “Program evaluation and causal inference with high-dimensional data”. Econometrica Supplemental Materials, 2017a.
    Paper not yet in RePEc: Add citation now
  12. B Debiased Lasso In this section, we present theoretical and simulation results on the OVB of the debiased Lasso proposed by van de Geer et al. (2014). B.1 Theoretical results The idea of debiased Lasso is to start with an initial Lasso estimate θ̂ = α̂, β̂ of θ∗ = (α∗ , β∗ ) in equation (1), where α̂, β̂ ∈ arg min α∈R,β∈Rp 1 2n |Y − Dα − Xβ|2 2 + λ1 (|α| + |β|1) . (45) Given the initial Lasso estimator α̂, the debiased Lasso adds a correction term to α̂ to reduce the bias introduced by regularization. In particular, the debiased Lasso takes the form α̃ = α̂ + Ω̂1 n n X i=1 ZT i Yi − Ziθ̂ , (46) where Zi = (Di, Xi) and Ω̂1 is the first row of Ω̂, which is an approximate inverse of 1 n
    Paper not yet in RePEc: Add citation now

  13. Benjamin Enke. Moral values and voting. Journal of Political Economy, 128(10):3679–3729, 2020.

  14. Bernhard Schölkopf and Alexander J. Smola. Learning with kernels: support vector machines, regularization, optimization, and beyond. The MIT Press, Cambridge MA, 2002.
    Paper not yet in RePEc: Add citation now
  15. Chenchuan Li and Ulrich K. Müller. Linear regression with many controls of limited explanatory power. Quantitative Economics, 12(2):405–442, 2021.
    Paper not yet in RePEc: Add citation now

  16. Christoph Rothe. Robust confidence intervals for average treatment effects under limited overlap. Econometrica, 85(2):645–660, 2017. Hendrik Schmitz and Matthias Westphal. Informal care and long-term labor market outcomes.

  17. Cun-Hui Zhang and Stephanie S. Zhang. Confidence intervals for low dimensional parameters in high dimensional linear models. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 76(1):217–242, 2014.

  18. Damon Jones, David Molitor, and Julian Reif. What do Workplace Wellness Programs do? Evidence from the Illinois Workplace Wellness Study*. The Quarterly Journal of Economics, 134(4):1747–1791, 08 2019. Patrick Kline, Raffaele Saggio, and Mikkel Sølvsten. Leave-out estimation of variance components.

  19. Daniel J. Benjamin. Does 401(k) eligibility increase saving?: Evidence from propensity score subclassification. Journal of Public Economics, 87(5):1259–1290, 2003.

  20. Daniel L. Chen. Can markets stimulate rights? On the alienability of legal claims. The RAND Journal of Economics, 46(1):23–65, 2015. Xiaohong Chen. Chapter 76 large sample sieve estimation of semi-nonparametric models.

  21. Darren Homrighausen and Daniel J. McDonald. Leave-one-out cross-validation is risk consistent for Lasso. Machine Learning, 97(1):65–78, Oct 2014.
    Paper not yet in RePEc: Add citation now
  22. Denis Chetverikov, Zhipeng Liao, and Victor Chernozhukov. On cross-validated lasso in high dimensions. Annal. Stat.(Forthcoming), 40, 2020.
    Paper not yet in RePEc: Add citation now

  23. Emily Breza and Arun G. Chandrasekhar. Social networks, reputation, and commitment: Evidence from a savings monitors experiment. Econometrica, 87(1):175–216, 2019.

  24. Graham Elliott, Ulrich K. Müller, and Mark W. Watson. Nearly optimal tests when a nuisance parameter is present under the null hypothesis. Econometrica, 83(2):771–11, 2015.

  25. Hannes Leeb and Benedikt M. Pötscher. Can one estimate the unconditional distribution of post-model-selection estimators? Econometric Theory, 24(2):338–376, 2008. Hannes Leeb and Benedikt M. Pötscher. Testing in the Presence of Nuisance Parameters: Some Comments on Tests Post-Model-Selection and Random Critical Values, pages 69–82.

  26. In David A. Wise, editor, Studies in the Economics of Aging. University of Chicago Press, Chicago, 1994.

  27. James M. Poterba, Steven F. Venti, and David A. Wise. Do 401(k) contributions crowd out other personal saving? Journal of Public Economics, 58(1):1–32, 1995.

  28. James M. Poterba, Steven F. Venti, and David A. Wise. Personal retirement saving programs and asset accumulation: Reconciling the evidence. In David A. Wise, editor, Frontiers in the Economics of Aging. University of Chicago Press, Chicago, 1998.

  29. Jerome Friedman, Trevor Hastie, and Robert Tibshirani. Regularization paths for generalized linear models via coordinate descent. Journal of Statistical Software, 33(1):1–22, 2010.

  30. Jianqing Fan and Irene Gijbels. Local Polynomial Modelling and Its Applications: Monographs on Statistics and Applied Probability 66 (1st ed.). Routledge, Boca Raton, 1996.
    Paper not yet in RePEc: Add citation now
  31. Joshua D. Angrist and Brigham Frandsen. Machine labor. Working Paper, 2019. Timothy Armstrong and Michal Kolesar. Optimal inference in a class of regression models.
    Paper not yet in RePEc: Add citation now

  32. Koen Jochmans. Heteroscedasticity-robust inference in linear regression models with many covariates. Journal of the American Statistical Association, 0(0):1–10, 2020.

  33. Martin J. Wainwright. High-Dimensional Statistics: A Non-Asymptotic Viewpoint. Cambridge Series in Statistical and Probabilistic Mathematics. Cambridge University Press, Cambridge, 2019. Kaspar Wüthrich. A closed-form estimator for quantile treatment effects with endogeneity.
    Paper not yet in RePEc: Add citation now
  34. Martin J. Wainwright. Sharp thresholds for high-dimensional and noisy sparsity recovery using `1-constrained quadratic programming (lasso). IEEE Transactions on Information Theory, 55(5):2183–2202, May 2009.
    Paper not yet in RePEc: Add citation now

  35. Matias D. Cattaneo, Michael Jansson, and Whitney K. Newey. Inference in linear regression models with many covariates and heteroscedasticity. Journal of the American Statistical Association, 113(523):1350–1361, 2018.

  36. Max H. Farrell. Robust inference on average treatment effects with possibly more covariates than observations. Journal of Econometrics, 189(1):1 – 23, 2015.

  37. Mehmet Caner and Anders Bredahl Kock. Asymptotically honest confidence regions for high dimensional parameters by the desparsified conservative lasso. Journal of Econometrics, 203(1):143–168, 2018.

  38. Michal Kolesár and Christoph Rothe. Inference in regression discontinuity designs with a discrete running variable. American Economic Review, 108(8):2277–2304, 2018.

  39. Peter J. Bickel, Ya’acov Ritov, and Alexandre B. Tsybakov. Simultaneous analysis of lasso and dantzig selector. Ann. Statist., 37(4):1705–1732, 08 2009.
    Paper not yet in RePEc: Add citation now

  40. Peter M. Robinson. Root-n-consistent semiparametric regression. Econometrica, 56(4):931– 954, 1988.

  41. Pradeep Ravikumar, Martin J. Wainwright, and John D. Lafferty. High dimensional ising model selection using `1-regularized logistic regression. The Annals of Statistics, 38(3): 1287–1319, 06 2010.
    Paper not yet in RePEc: Add citation now
  42. Proceedings of the 30th International Conference on Machine Learning, 28, 2013.
    Paper not yet in RePEc: Add citation now
  43. R Core Team. R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria, 2021.
    Paper not yet in RePEc: Add citation now
  44. Riccardo D’Adamo. Cluster-robust standard errors for linear regression models with many controls. arXiv:1806.07314, 2018.
    Paper not yet in RePEc: Add citation now
  45. Robert Tibshirani. Regression shrinkage and selection via the lasso. Journal of the Royal Statistical Society. Series B (Methodological), 58(1):267–288, 1996.
    Paper not yet in RePEc: Add citation now

  46. Roland G. Fryer and Steven D. Levitt. Replication data for: Testing for racial differences in the mental ability of young children. Nashville, TN: American Economic Association [publisher], 2013. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2019-10-11. https://doi.org/10.3886/E112609V1, 2013a.

  47. Roland G. Fryer and Steven D. Levitt. Testing for racial differences in the mental ability of young children. American Economic Review, 103(2):981–1005, April 2013b. Darren Homrighausen and Daniel J. McDonald. The Lasso, persistence, and cross-validation.
    Paper not yet in RePEc: Add citation now
  48. Roman Vershynin. Introduction to the non-asymptotic analysis of random matrices. In Yonina C. Eldar and GittaEditors Kutyniok, editors, Compressed Sensing: Theory and Applications, pages 210–268. Cambridge University Press, 2012.
    Paper not yet in RePEc: Add citation now
  49. Sara van de Geer, Peter Bühlmann, Ya’acov Ritov, and Ruben Dezeure. On asymptotically optimal confidence regions and tests for high-dimensional models. The Annals of Statistics, 42(3):1166–1202, 2014.
    Paper not yet in RePEc: Add citation now

  50. Shawn A. Cole and Nilesh A. Fernando. ‘Mobile’izing Agricultural Advice Technology Adoption Diffusion and Sustainability. The Economic Journal, 131(633):192–219, 07 2020.

  51. Simon Decker and Hendrik Schmitz. Health shocks and risk aversion. Journal of Health Economics, 50:156 – 170, 2016.

  52. Soumendra N. Lahiri. Necessary and sufficient conditions for variable selection consistency of the lasso in high dimensions. The Annals of Statistics, 49(2):820–844, 2021. Hannes Leeb and Benedikt M. Pötscher. Model selection and inference: Facts and fiction.
    Paper not yet in RePEc: Add citation now
  53. StataCorp. Stata Statistical Software: Release 17. College Station, TX, 2021.
    Paper not yet in RePEc: Add citation now
  54. The proof for claim (i) above is based on a construction called Primal-Dual Witness (PDW) method developed by Wainwright (2009). The procedure is described as follows. 1. Set θ̂Kc = 0p−k. 2. Obtain (θ̂K, δ̂K) by solving θ̂K ∈ arg min θK ∈Rk        1 2n |Y − XKθK|2 2 | {z } :=g(θK ) + λ |θK|1        , (24) and choosing δ̂K ∈ ∂ |θK|1 such that ∇g(θK)|θK =θ̂K + λδ̂K = 0.9 3. Obtain δ̂Kc by solving 1 n XT (Xθ̂ − Y ) + λδ̂ = 0, (25) and check whether or not δ̂Kc ∞ < 1 (the strict dual feasibility condition) holds.
    Paper not yet in RePEc: Add citation now

  55. Timothy B. Armstrong, Michal Kolesár, and Soonwoo Kwon. Bias-aware inference in regularized regression models. arXiv:2012.14823, 2020.

  56. Victor Chernozhukov and Christian Hansen. The effects of 401(k) participation on the wealth distribution: An instrumental quantile regression analysis. The Review of Economics and Statistics, 86(3):735–751, 2004. Victor Chernozhukov, Christian Hansen, and Martin Spindler. hdm: High-dimensional metrics.

  57. Victor Chernozhukov, Denis Chetverikov, Mert Demirer, Esther Duflo, Christian Hansen, Whitney Newey, and James Robins. Double/debiased machine learning for treatment and structural parameters. The Econometrics Journal, 21(1):1–68, 2018.

  58. Victor Chernozhukov, Ivan Fernandez-Val, Blaise Melly, and Kaspar Wüthrich. Generic inference on quantile and quantile effect functions for discrete outcomes. Journal of the American Statistical Association, 115(529):123–137, 2020.

  59. volume 6 of Handbook of Econometrics, pages 5549–5632. Elsevier, Amsterdam, 2007.
    Paper not yet in RePEc: Add citation now
  60. Whitney K. Newey and Daniel McFadden. Chapter 36 large sample estimation and hypothesis testing. volume 4 of Handbook of Econometrics, pages 2111–2245. Elsevier, Amsterdam, 1994. James M. Poterba, Steven F. Venti, and David A. Wise. 401(k) plans and tax-deferred saving.
    Paper not yet in RePEc: Add citation now

  61. Xianyang Zhang and Guang Cheng. Simultaneous inference for high-dimensional linear models. Journal of the American Statistical Association, 112(518):757–768, 2017. Figures and tables Figure 1: Illustration of bias and double under-selection 0 0.05 0.1 0.15 0.2 0.25 0.3 0.35 0.4 0.45 0.5 Magnitude of j and j for j=1,...,5 0 0.05 0.1 0.15 0.2 0.25 Bias 0 1 2 3 4 5 6

  62. ZT Z, Z = {Zi}n i=1. Several different strategies have been proposed for constructing the approximate inverse Ω̂; see, for example, Javanmard and Montanari (2014), van de Geer et al.
    Paper not yet in RePEc: Add citation now

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  43. Estimation of Average Treatment Effects With Misclassification. (2004). Lewbel, Arthur.
    In: Econometric Society 2004 North American Winter Meetings.
    RePEc:ecm:nawm04:210.

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  44. Estimation of Treatment Effects in Randomized Trials with Noncompliance and a Dichotomous Outcome. (2004). Hubbard, Alan ; Jewell, Nicholas ; van der Laan, Mark ; Mark van der Laan, .
    In: U.C. Berkeley Division of Biostatistics Working Paper Series.
    RePEc:bep:ucbbio:1157.

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  45. Generalizing the Causal Effect of Fertility on Female Labor Supply. (2003). Galiani, Sebastian ; Cruces, Guillermo.
    In: Labor and Demography.
    RePEc:wpa:wuwpla:0310002.

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  46. Generalizing the Causal Effect of Fertility on Female Labor Supply. (2003). Galiani, Sebastian ; Cruces, Guillermo.
    In: William Davidson Institute Working Papers Series.
    RePEc:wdi:papers:2003-625.

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  47. Treatment Effect Heterogeneity in Theory and Practice. (2003). Angrist, Joshua.
    In: NBER Working Papers.
    RePEc:nbr:nberwo:9708.

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  48. Treatment Effect Heterogeneity in Theory and Practice. (2003). Angrist, Joshua.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp851.

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  49. Simple and Bias-Corrected Matching Estimators for Average Treatment Effects. (2002). Imbens, Guido ; Abadie, Alberto ; Alberto, .
    In: NBER Technical Working Papers.
    RePEc:nbr:nberte:0283.

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  50. Nonparametric Instrumental Regression. (2002). Renault, Eric ; Florens, Jean-Pierre ; darolles, serge.
    In: Cahiers de recherche.
    RePEc:mtl:montde:2002-05.

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