YS
Youngki Shin
econ.EMstat.MEcs.LGecon.THmath.STstat.COstat.THecon.GNq-fin.ECstat.ML
On Valency
published · living versionsW_bwfjqj26·v1 · currentpublished
The Lasso for High-Dimensional Regression with a Possible Change-Point
with Sokbae Lee, Myung Hwan Seo
1 version
Preprints & journals
27 papers in the corpus · 2012–2026A Stochastic Nested Fixed Point Algorithm for Large-Scale BLP Estimation2609.23998v1 · Zhentong Lu, Myung Hwan Seo, Youngki Shin et al.2026 · 0 citationsarXiv
Systemic removal of host restriction factors enables rapid, scalable virus production for cell culture-based vaccine development.42698639 · Xu, Zhengmei, Jeon, Jaemyeong, Oh, Jinsoo et al.2026 · 0 citationsFrontiers in bioengineering and biotechnology. 2026;14:1877497
SAUSS: Stochastic Approximation with Unbiased Simulated Scores for Limited Dependent Variable Models2608.25304v1 · Sokbae Lee, Yuan Liao, Myung Hwan Seo et al.2026 · 0 citationsarXiv
Ranking Treatment Saturations under Clustered Network Interference2606.18590v1 · Seungjin Han, Julius Owusu, Youngki Shin2026 · 0 citationsarXiv
Optimal Wage Band for Job Matching with Signaling2406.01886v4 · Seungjin Han, Alex Sam, Youngki Shin2024 · 0 citationsarXiv
The Evolution of Unobserved Skill Returns in the U.S.: A New Approach Using Panel Data2501.09917v1 · Lance Lochner, Youngmin Park, Youngki Shin2025 · 2 citationsarXiv
Predictive Quantile Regression with Mixed Roots and Increasing Dimensions: The ALQR Approach2101.11568v4 · Rui Fan, Ji Hyung Lee, Youngki Shin2021 · 5 citationsJournal of Econometrics, Vol 237, No 2, Part C, Article 105372, 2023
Monotone Equilibrium in Matching Markets with Signaling2109.03370v5 · Seungjin Han, Alex Sam, Youngki Shin2021 · 2 citationsJournal of Economic Theory, Vol 216, Article 105801, 2024
Fast Inference for Quantile Regression with Tens of Millions of Observations2209.14502v5 · Sokbae Lee, Yuan Liao, Myung Hwan Seo et al.2022 · 8 citationsarXiv
SGMM: Stochastic Approximation to Generalized Method of Moments2308.13564v2 · Xiaohong Chen, Sokbae Lee, Yuan Liao et al.2023 · 7 citationsarXiv
csa2sls: A complete subset approach for many instruments using Stata2207.01533v2 · Seojeong Lee, Siha Lee, Julius Owusu et al.2022 · 1 citationarXiv
Optimal Delegation in Markets for Matching with Signaling2303.09415v1 · Seungjin Han, Alex Sam, Youngki Shin2023 · 0 citationsarXiv
Statistical Treatment Rules under Social Interaction2209.09077v2 · Seungjin Han, Julius Owusu, Youngki Shin2022 · 0 citationsarXiv
Factor-Driven Two-Regime Regression1810.11109v4 · Sokbae Lee, Yuan Liao, Myung Hwan Seo et al.2018 · 36 citationsAnnals of Statistics, 49(3), 2021, pp. 1656-1678
Complete Subset Averaging with Many Instruments1811.08083v6 · Seojeong Lee, Youngki Shin2018 · 7 citationsEconometrics Journal, 24(2), 2021, pp. 290-314
Desperate times call for desperate measures: government spending multipliers in hard times1909.09824v3 · Sokbae Lee, Yuan Liao, Myung Hwan Seo et al.2019 · 6 citationsEconomic Inquiry, 58(4) October 2020, pp. 1949-1957
Complete Subset Averaging for Quantile Regressions2003.03299v3 · Ji Hyung Lee, Youngki Shin2020 · 11 citationsarXiv
Sparse HP Filter: Finding Kinks in the COVID-19 Contact Rate2006.10555v2 · Sokbae Lee, Yuan Liao, Myung Hwan Seo et al.2020 · 23 citationsJournal of Econometrics, 220(1), 2021, pp. 158-180
Exact Computation of Maximum Rank Correlation Estimator2009.03844v2 · Youngki Shin, Zvezdomir Todorov2020 · 7 citationsEconometrics Journal, 24(3), 2021, pp. 589-607
Fast and Robust Online Inference with Stochastic Gradient Descent via Random Scaling2106.03156v3 · Sokbae Lee, Yuan Liao, Myung Hwan Seo et al.2021 · 20 citationsProceedings of the 36th AAAI Conference on Artificial Intelligence, 36(7), 2022, pp. 7381-7389
The lasso for high dimensional regression with a possible change point.27656104 · Lee, Sokbae, Seo, Myung Hwan, Shin, Youngki2021 · 111 citationsJournal of the Royal Statistical Society. Series B, Statistical methodology. 2016;78(1):193-210
Testing for a Debt-Threshold Effect on Output Growth.29263562 · Lee, Sokbae, Park, Hyunmin, Seo, Myung Hwan et al.2020 · 53 citationsFiscal studies. 2017;38(4):701-717
The Lasso for High-Dimensional Regression with a Possible Change-Point1209.4875v4 · Sokbae Lee, Myung Hwan Seo, Youngki Shin2012 · 121 citationsJournal of the Royal Statistical Society: Series B, 78(1), 2016, pp. 193-210on Valency
Oracle Estimation of a Change Point in High Dimensional Quantile Regression1603.00235v2 · Sokbae Lee, Yuan Liao, Myung Hwan Seo et al.2016 · 39 citationsJASA 113 (2018) 1184-1194
Structural Change in Sparsity1411.3062v2 · Sokbae Lee, Yuan Liao, Myung Hwan Seo et al.2014 · 1 citationarXiv
Career total: 64 works. 27 are in this corpus.Showing the 25 most recent.
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