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Variable selection in convex quantile regression: L1-norm or L0-norm regularization?

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DOI
10.1016/j.ejor.2022.05.041
Dai, Sheng
European Journal of Operational Research2022

Optimal resource allocation : Convex quantile regression approach

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DOI
10.1016/j.ejor.2025.01.003
Dai, Sheng; Kuosmanen, Natalia; Kuosmanen, Timo; Liesiö, Juuso
European journal of operational research2025

Smoothing ADMM for Sparse-Penalized Quantile Regression with Non-Convex Penalties

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DOI
10.1109/OJSP.2023.3344395
Mirzaeifard, Reza; Venkategowda, Naveen K.D.; Gogineni, Vinay Chakravarthi; Werner, Stefan
IEEE Open journal of Signal Processing2023

Non-crossing convex quantile regression

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DOI
10.1016/j.econlet.2023.111396
Dai Sheng, Kuosmanen Timo, Zhou Xun
Economics Letters2023

Essays on Convex Regression and Frontier Estimation

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Dai, Sheng
Aalto University2022

Traffic congestion modelling: Convex quantile regression approach

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Kriuchkov, Iaroslav; Kuosmanen, Timo
-2022

Shadow Prices and Marginal Abatement Costs Convex Quantile Regression Approach

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10.1016/j.ejor.2020.07.036
Kuosmanen, Timo; Zhou, Xun
European Journal of Operational Research2020

Horseshoe prior Bayesian quantile regression

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DOI
10.1093/jrsssc/qlad091
Kohns, D; Szendrei , Tibor
Journal of the Royal Statistical Society. Series C: Applied Statistics2023

Convex support vector regression

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10.1016/j.ejor.2023.05.009
Liao, Zhiqiang; Dai, Sheng; Kuosmanen, Timo
European journal of operational research2023

Least-cost decarbonization pathways for electricity generation in Finland : A convex quantile regression approach

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DOI
10.1016/j.jenvman.2024.120848
Kuosmanen, Natalia; Kuosmanen, Timo; Maczulskij, Terhi; Zhou, Xun
Journal of Environmental Management2024

Variable selection in convex quantile regression: L1-norm or L0-norm regularization?

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Öppen tillgång
DOI
10.1016/j.ejor.2022.05.041
2022

Optimal resource allocation : Convex quantile regression approach

Referentgranskad
DOI
10.1016/j.ejor.2025.01.003
2025

Smoothing ADMM for Sparse-Penalized Quantile Regression with Non-Convex Penalties

Referentgranskad
Öppen tillgång
DOI
10.1109/OJSP.2023.3344395
2023

Non-crossing convex quantile regression

Referentgranskad
Öppen tillgång
DOI
10.1016/j.econlet.2023.111396
2023

Essays on Convex Regression and Frontier Estimation

Öppen tillgång
2022

Traffic congestion modelling: Convex quantile regression approach

Öppen tillgång
2022

Shadow Prices and Marginal Abatement Costs Convex Quantile Regression Approach

Referentgranskad
Öppen tillgång
DOI
10.1016/j.ejor.2020.07.036
2020

Horseshoe prior Bayesian quantile regression

Referentgranskad
Öppen tillgång
DOI
10.1093/jrsssc/qlad091
2023

Convex support vector regression

Referentgranskad
Öppen tillgång
DOI
10.1016/j.ejor.2023.05.009
2023

Least-cost decarbonization pathways for electricity generation in Finland : A convex quantile regression approach

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Öppen tillgång
DOI
10.1016/j.jenvman.2024.120848
2024