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Original Articles

Inference of Genetic Networks from Time Course Expression Data Using Functional Regression with Lasso Penalty

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Pages 1768-1779 | Received 02 Dec 2008, Accepted 25 Jan 2010, Published online: 18 Mar 2011

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Łukasz Smaga. (2021) General linear hypothesis testing in functional response model. Communications in Statistics - Theory and Methods 50:21, pages 5068-5083.
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Mirosław Krzyśko & Łukasz Smaga. (2020) Robust multivariate functional discriminant coordinates. Communications in Statistics - Simulation and Computation 49:3, pages 717-733.
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A. Pini & S. Vantini. (2017) Interval-wise testing for functional data. Journal of Nonparametric Statistics 29:2, pages 407-424.
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Yuao Hu. (2013) Nonparametric Estimation of Variance Function for Functional Data Under Mixing Conditions. Communications in Statistics - Theory and Methods 42:10, pages 1774-1786.
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Yuan Yuan & Nedret Billor. Sure independent screening for functional regression model. Communications in Statistics - Simulation and Computation 0:0, pages 1-20.
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Articles from other publishers (6)

Adelia Evangelista, Christian Acal, Ana M. Aguilera, Annalina Sarra, Tonio Di Battista & Sergio Palermi. (2024) High dimensional variable selection through group Lasso for multiple function‐on‐function linear regression: A case study in PM 10 monitoring . Environmetrics.
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Ilsuk Kang, Hosik Choi, Young Joo Yoon, Junyoung Park, Soon-Sun Kwon & Cheolwoo Park. (2023) Fréchet distance-based cluster analysis for multi-dimensional functional data. Statistics and Computing 33:4.
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Germán Aneiros, Silvia Novo & Philippe Vieu. (2022) Variable selection in functional regression models: A review. Journal of Multivariate Analysis 188, pages 104871.
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Łukasz Smaga & Hidetoshi Matsui. (2018) A note on variable selection in functional regression via random subspace method. Statistical Methods & Applications 27:3, pages 455-477.
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Aldo Goia & Philippe Vieu. (2016) An introduction to recent advances in high/infinite dimensional statistics. Journal of Multivariate Analysis 146, pages 1-6.
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Julian A.A. Collazos, Ronaldo Dias & Adriano Z. Zambom. (2016) Consistent variable selection for functional regression models. Journal of Multivariate Analysis 146, pages 63-71.
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