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Academic Journal

Comparing penalization methods for linear models on large observational health data.

Authors : Fridgeirsson, Egill; Williams, Ross; Rijnbeek, Peter

Subjects: calibration; discrimination; electronic health records

Source: A Scholarly Journal of Informatics in Health and Biomedicine. 31(7)

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Academic Journal

Comparing penalization methods for linear models on large observational health data

Authors : Egill A Fridgeirsson; Ross Williams; Peter Rijnbeek

Subjects: Depressive Disorder; Depressive Disorder, Major; Databases, Factual

Source: J Am Med Inform AssocA Scholarly Journal of Informatics in Health and Biomedicine, vol 31, iss 7

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Academic Journal

Teaching and Safety-Net Hospital Penalization in the Hospital-Acquired Condition Reduction Program

Authors : Serpa, Jose A.; Gemeinhardt, Gretchen; Arias, Cesar A.

Subjects: Cross-Sectional Studies; Iatrogenic Disease; Humans

Source: JAMA Netw Open

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Academic Journal

An Investigation of Penalization and Data Augmentation to Improve Convergence of Generalized Estimating Equations for Clustered Binary Outcomes

Authors : Geroldinger, Angelika; Blagus, Rok; Ogden, Helen

Subjects: Medicine (General); Likelihood Functions; Models, Statistical

Source: BMC Med Res MethodolBMC Medical Research Methodology, Vol 22, Iss 1, Pp 1-13 (2022)

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Academic Journal

Tokenization of social media engagements increases the sharing of false (and other) news but penalization moderates it

Authors : Alizadeh, Meysam; Hoes, Emma; Gilardi, Fabrizio ...

Subjects: 1000 Multidisciplinary; Multidisciplinary; Science

Source: Sci RepScientific Reports, Vol 13, Iss 1, Pp 1-9 (2023)Scientific Reports

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Academic Journal

Penalization and shrinkage methods produced unreliable clinical prediction models especially when sample size was small

Authors : Richard D. Riley; Kym I.E. Snell; Glen P. Martin

Subjects: Models, Statistical; Uncertainty; Reproducibility of Results

Source: J Clin EpidemiolRiley, R, Snell, K I E, Martin, G, Whittle, R, Whittle, L, Sperrin, M & Collins, G S 2020, ' Penalisation and shrinkage methods can produce unreliable clinical prediction models

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Academic Journal

PENALIZATION OF NON-COMPLIANCE WITH THE COVID-19 VACCINATION: TO BE OR NOT TO BE?

Authors : Olha I, Denkovych; Viktor I, Markin; Snizhana V, Shevchenko

Subjects: 03 medical and health sciences; COVID-19 Vaccines; 0302 clinical medicine

Source: Wiadomości Lekarskie. 74:2907-2911

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Academic Journal

Developing biomarker combinations in multicenter studies via direct maximization and penalization

Authors : Allison Meisner; Chirag R. Parikh; Kathleen F. Kerr

Subjects: FOS: Computer and information sciences; Prognosis; Statistics - Applications

Source: Statistics in Medicine. 39:3412-3426

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Academic Journal

Identification of gene–environment interactions with marginal penalization

Authors : Qingzhao Zhang; Chenjin Ma; Sanguo Zhang

Subjects: Skin Neoplasms; Models, Genetic; Genome, Human

Source: Genetic Epidemiology. 44:159-196

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Academic Journal

Adaptive penalization in high-dimensional regression and classification with external covariates using variational Bayes

Authors : Wolfgang Huber; Britta Velten

Subjects: Methodology (stat.ME); FOS: Computer and information sciences; Humans

Source: Biostatistics

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