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Model selection via penalization in the additive Cox model

• Authors : Avalos, Marta; Grandvalet, Yves; Ambroise, Christophe ...

Subjects: survival data; penalization; [SDV.BIBS] Life Sciences [q-bio]/Quantitative Methods [q-bio.QM]

• Source: The 3rd world conference on Computational Statistics & Data Analysis AudienceThe 3rd world conference on Computational Statistics & Data AnalysisThe 3rd world conference on Computational

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Variable Selection in Causal Inference using a Simultaneous Penalization Method

• Authors : Ertefaie Ashkan; Asgharian Masoud; Stephens David A.

Subjects: causal inference; variable selection; propensity score

• Source: Journal of Causal Inference, Vol 6, Iss 1, Pp 550-560 (2018)

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Comparing Bayesian Variable Selection to Lasso Approaches for Applications in Psychology.

• Authors : Bainter, Sierra A; McCauley, Thomas G; Fahmy, Mahmoud M

Subjects: Bayesian; lasso; penalization

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Censored quantile regression processes under dependence and penalization

• Authors : Volgushev, Stanislav; Wagener, Jens; Dette, Holger

Subjects: FOS: Computer and information sciences; quantile regression; Mathematics - Statistics Theory

• Source: Electron. J. Statist. 8, no. 2 (2014), 2405-2447

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Honest variable selection in linear and logistic regression models via ℓ1 and ℓ1+ℓ2 penalization

• Authors : Bunea, Florentina

Subjects: penalty; sparse; logistic regression

• Source: Electron. J. Statist. 2 (2008), 1153-1194

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Focused estimation and model averaging with penalization methods: an overview.

• Authors : Claeskens, Gerda¹

• Source: Statistica Neerlandica. Aug2012, Vol. 66 Issue 3, p272-287. 16p. 1 Chart.

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Comparing Bayesian Variable Selection to Lasso Approaches for Applications in Psychology

• Authors : Sierra A. Bainter; Thomas G. McCauley; Mahmoud M. Fahmy

Subjects: penalization; shrinkage priors; Psychometrics

• Source: Psychometrika

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Contribution to model selection via Lasso penalization in Epidemiology

• Authors : Avalos Fernandez, Marta;

Subjects: [STAT.AP]Statistics [stat]/Applications [stat.AP]; [STAT.ME] Statistics [stat]/Methodology [stat.ME]; [INFO.INFO-LG] Computer Science [cs]/Machine Learning [cs.LG]

• Source: Machine Learning [stat.ML]. Université de Bordeaux, 2018

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Variable Selection in Causal Inference using a Simultaneous Penalization Method

• Authors : Ertefaie, Ashkan; Asgharian, Masoud; Stephens, David A.

Subjects: Propensity score; Causal inference; Variable selection

• Source: https://www.degruyter.com/journal/key/jci/html ; https://doi.org/10.1515/jci-2017-0010.

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Robust Inference and Modeling of Mean and Dispersion for Generalized Linear Models

• Authors : Ponnet, Jolien; Segaert, Pieter; Van Aelst, Stefan

Subjects: Science & Technology; Physical Sciences; Statistics & Probability

• Source: ISSN:0162-1459 ; ISSN:1537-274X ; Journal Of The American Statistical Association, vol. 119 (545.

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