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Model-based boosting in R: a hands-on tutorial using the R package mboost

Computational statistics, 2014-02, Vol.29 (1-2), p.3-35

2014

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gamboostLSS : An R Package for Model Building and Variable Selection in the GAMLSS Framework

Journal of statistical software, 2016-10, Vol.74 (1), p.1-31

2016

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Current Statistical Considerations and Regulatory Perspectives on the Planning of Confirmatory Basket, Umbrella, and Platform Trials

Clinical pharmacology and therapeutics, 2020-05, Vol.107 (5), p.1059-1067

2020

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Generalized additive models for location, scale and shape for high dimensional data-a flexible approach based on boosting

Applied statistics, 2012-05, Vol.61 (3), p.403-427

2012

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Stochastic Dispersal Rather Than Deterministic Selection Explains the Spatio-Temporal Distribution of Soil Bacteria in a Temperate Grassland

Frontiers in microbiology, 2020-06, Vol.11, p.1391-1391

2020

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Are the effects of a non-drug multimodal activation therapy of dementia sustainable? Follow-up study 10 months after completion of a randomised controlled trial

BMC neurology, 2012-12, Vol.12 (1), p.151-151, Article 151

2012

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Amino alcohol- (NPS-2143) and quinazolinone-derived calcilytics (ATF936 and AXT914) differentially mitigate excessive signalling of calcium-sensing receptor mutants causing Bartter syndrome Type 5 and autosomal dominant hypocalcemia

PloS one, 2014-12, Vol.9 (12), p.e115178-e115178

2014

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Publisher Correction: Optimizing the dynamics of protein expression

Scientific reports, 2020-04, Vol.10 (1), p.6107-6107, Article 6107

2020

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Bouldering psychotherapy reduces depressive symptoms even when general physical activity is controlled for: A randomized controlled trial

Heliyon, 2018-03, Vol.4 (3), p.e00580-e00580, Article e00580

2018

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A Multicriteria Approach to Find Predictive and Sparse Models with Stable Feature Selection for High-Dimensional Data

Computational and mathematical methods in medicine, 2017-01, Vol.2017, p.7907163-18

2017

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Boosting for statistical modelling-A non-technical introduction

Statistical modelling, 2018-06, Vol.18 (3-4), p.365-384

2018

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Variable selection and model choice in structured survival models

Computational statistics, 2013-06, Vol.28 (3), p.1079-1101

2013

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Controlling false discoveries in high-dimensional situations: boosting with stability selection

BMC bioinformatics, 2015-05, Vol.16 (1), p.144-144, Article 144

2015

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Boosting the discriminatory power of sparse survival models via optimization of the concordance index and stability selection

BMC bioinformatics, 2016-07, Vol.17 (1), p.288-288, Article 288

2016

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Aktuelle Herausforderungen bei der Bewertung von Ethikanträgen – Aspekte der Digitalisierung und Personalisierung im Gesundheitswesen

Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz, 2019-06, Vol.62 (6), p.758-764

2019

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Adaptive platform trials: the impact of common controls on type one error and power

Journal of biopharmaceutical statistics, 2023-11, p.1-18

2023

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Prognostic Factors in Critically Ill Patients Suffering from Secondary Peritonitis: A Retrospective, Observational, Survival Time Analysis

World journal of surgery, 2009-01, Vol.33 (1), p.34-n/a

2009

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Success of a deadwood enrichment strategy in production forests depends on stand type and management intensity

Forest ecology and management, 2017-09, Vol.400, p.607-620

2017

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A unified framework of constrained regression

Statistics and computing, 2016-01, Vol.26 (1-2), p.1-14

2016

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Natalizumab-associated progressive multifocal leukoencephalopathy in Germany

Neurology, 2019-05, Vol.92 (19), p.e2232

2019

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Linear or smooth? Enhanced model choice in boosting via deselection of base-learners

Statistical modelling, 2023-10, Vol.23 (5-6), p.441-455

2023

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Gradient boosting for distributional regression: faster tuning and improved variable selection via noncyclical updates

Statistics and computing, 2018-05, Vol.28 (3), p.673-687

2018

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Reproducible research in statistics: A review and guidelines for the Biometrical Journal

Biometrical journal, 2016-03, Vol.58 (2), p.416-427

2016

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A Framework for Unbiased Model Selection Based on Boosting

Journal of computational and graphical statistics, 2011-12, Vol.20 (4), p.956-971

2011

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opm: an R package for analysing OmniLog(R) phenotype microarray data

Bioinformatics (Oxford, England), 2013-07, Vol.29 (14), p.1823-1824

2013

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Model-based boosting in R: a hands-on tutorial using the R package mboost

gamboostLSS : An R Package for Model Building and Variable Selection in the GAMLSS Framework

Current Statistical Considerations and Regulatory Perspectives on the Planning of Confirmatory Basket, Umbrella, and Platform Trials

Generalized additive models for location, scale and shape for high dimensional data-a flexible approach based on boosting

Stochastic Dispersal Rather Than Deterministic Selection Explains the Spatio-Temporal Distribution of Soil Bacteria in a Temperate Grassland

Are the effects of a non-drug multimodal activation therapy of dementia sustainable? Follow-up study 10 months after completion of a randomised controlled trial

Amino alcohol- (NPS-2143) and quinazolinone-derived calcilytics (ATF936 and AXT914) differentially mitigate excessive signalling of calcium-sensing receptor mutants causing Bartter syndrome Type 5 and autosomal dominant hypocalcemia

Publisher Correction: Optimizing the dynamics of protein expression

Bouldering psychotherapy reduces depressive symptoms even when general physical activity is controlled for: A randomized controlled trial

A Multicriteria Approach to Find Predictive and Sparse Models with Stable Feature Selection for High-Dimensional Data

Boosting for statistical modelling-A non-technical introduction

Variable selection and model choice in structured survival models

Controlling false discoveries in high-dimensional situations: boosting with stability selection

Boosting the discriminatory power of sparse survival models via optimization of the concordance index and stability selection

Aktuelle Herausforderungen bei der Bewertung von Ethikanträgen – Aspekte der Digitalisierung und Personalisierung im Gesundheitswesen

Adaptive platform trials: the impact of common controls on type one error and power

Prognostic Factors in Critically Ill Patients Suffering from Secondary Peritonitis: A Retrospective, Observational, Survival Time Analysis

Success of a deadwood enrichment strategy in production forests depends on stand type and management intensity

A unified framework of constrained regression

Natalizumab-associated progressive multifocal leukoencephalopathy in Germany

Linear or smooth? Enhanced model choice in boosting via deselection of base-learners

Gradient boosting for distributional regression: faster tuning and improved variable selection via noncyclical updates

Reproducible research in statistics: A review and guidelines for the Biometrical Journal

A Framework for Unbiased Model Selection Based on Boosting

opm: an R package for analysing OmniLog(R) phenotype microarray data

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