cran: mboost | Projects | Ecosyste.ms: Papers

10.1155/2017/7907163

A Multicriteria Approach to Find Predictive and Sparse Models with Stable Feature Selection for High-Dimensional Data
Cited by: 11
Author(s): Andrea Bommert, Jörg Rahnenführer, Michel Lang
Software Mentions: 11
Published: almost 8 years ago

10.3389/fmicb.2020.01391

Stochastic Dispersal Rather Than Deterministic Selection Explains the Spatio-Temporal Distribution of Soil Bacteria in a Temperate Grassland
Cited by: 31
Author(s): Tim Richter-Heitmann, Benjamin Hofner, Franz‐Sebastian Krah, Johannes Sikorski, Pia K. Wüst, Boyke Bunk, Sixing Huang, Kathleen M. Regan, Doreen Berner, Runa S. Boeddinghaus, Sven Marhan, Daniel Prati, Ellen Kandeler, Jörg Overmann, Michael W. Friedrich
Software Mentions: 11
Published: over 4 years ago

10.1186/s12859-016-1149-8

Boosting the discriminatory power of sparse survival models via optimization of the concordance index and stability selection
Cited by: 27
Author(s): Andreas Mayr, Benjamin Hofner, Matthias Schmid
Software Mentions: 9
Published: over 8 years ago

10.1186/s12014-017-9163-z

Discovery and validation of a colorectal cancer classifier in a new blood test with improved performance for high-risk subjects
Cited by: 10
Author(s): Lisa J. Croner, Roslyn Dillon, Athit Kao, Stefanie N. Kairs, Ryan W. Benz, Ib Jarle Christensen, Hans Jørgen Nielsen, John E. Blume, Bruce E. Wilcox
Software Mentions: 9
Published: over 7 years ago

10.1002/bimj.201500234

Identification of biomarker-by-treatment interactions in randomized clinical trials with survival outcomes and high-dimensional spaces
Cited by: 24
Author(s): Nils Ternès, Federico Rotolo, Georg Heinze, Stefan Michiels
Software Mentions: 7
Published: about 8 years ago

10.3389/fped.2021.711104

Early Prediction of Multiple Organ Dysfunction in the Pediatric Intensive Care Unit
Cited by: 10
Author(s): Sanjukta N. Bose, Joseph L. Greenstein, James C. Fackler, Sridevi V. Sarma, Raimond L. Winslow, Melania M. Bembea
Software Mentions: 7
Published: over 3 years ago

10.1155/2017/6083072

An Update on Statistical Boosting in Biomedicine
Cited by: 24
Author(s): Andreas Mayr, Benjamin Hofner, Elisabeth Waldmann, Tobias Hepp, Sebastian Meyer, Olaf Gefeller
Software Mentions: 6
Published: almost 8 years ago

10.1371/journal.pone.0254178

Addressing cluster-constant covariates in mixed effects models via likelihood-based boosting techniques
Cited by: 3
Author(s): Colin Griesbach, Andreas Groll, Elisabeth Bergherr
Software Mentions: 6
Published: over 3 years ago

10.1186/1471-2105-11-78

Testing the additional predictive value of high-dimensional molecular data
Cited by: 34
Author(s): Anne‐Laure Boulesteix, Torsten Hothorn
Software Mentions: 5
Published: almost 15 years ago

10.1186/1471-2105-9-30

SignS: a parallelized, open-source, freely available, web-based tool for gene selection and molecular signatures for survival and censored data
Cited by: 10
Author(s): Ramón Díaz‐Uriarte
Software Mentions: 4
Published: almost 17 years ago

10.1155/2017/1421409

Probing for Sparse and Fast Variable Selection with Model-Based Boosting
Cited by: 23
Author(s): Janek Thomas, Tobias Hepp, Andreas Mayr, Bernd Bischl
Software Mentions: 4
Published: almost 8 years ago

10.1371/journal.pbio.3000633

Mapping trends in insecticide resistance phenotypes in African malaria vectors
Cited by: 80
Author(s): Penelope A. Hancock, Chantal Hendriks, Julie Anne A. Tangena, Harry S. Gibson, Janet Hemingway, Michael Coleman, Peter W. Gething, Ewan Cameron, Samir Bhatt, Catherine L. Moyes
Software Mentions: 4
Published: over 4 years ago

10.1186/s40001-017-0270-0

Using automated texture features to determine the probability for masking of a tumor on mammography, but not ultrasound
Cited by: 5
Author(s): Lothar Häberle, Carolin C. Hack, Katharina Heusinger, Florian Wagner, Sebastian M. Jud, Michael Uder, Matthias W. Beckmann, Rüdiger Schulz‐Wendtland, Thomas Wittenberg, Peter A. Fasching
Software Mentions: 4
Published: about 7 years ago

10.1371/journal.pone.0061623

Boosted Beta Regression
Cited by: 45
Author(s): Matthias Schmid, Florian Wickler, Kelly O. Maloney, Richard M. Mitchell, Nora Fenske, Andreas Mayr
Software Mentions: 4
Published: over 11 years ago

10.1371/journal.pcbi.1002606

Microbial Co-occurrence Relationships in the Human Microbiome
Cited by: 1,167
Author(s): Karoline Faust, J. Fah Sathirapongsasuti, Jacques Izard, Nicola Segata, Dirk Gevers, Jeroen Raes, Curtis Huttenhower
Software Mentions: 3
Published: over 12 years ago

10.3389/fnbot.2013.00021

Gradient boosting machines, a tutorial
Cited by: 1,296
Author(s): Alexey Natekin, Alois Knoll
Software Mentions: 3
Published: almost 12 years ago

10.5808/GI.2019.17.4.e41

Review of statistical methods for survival analysis using genomic data
Cited by: 40
Author(s): Seungyeoun Lee, Heeju Lim
Software Mentions: 3
Published: almost 5 years ago

10.1186/s12859-015-0575-3

Controlling false discoveries in high-dimensional situations: boosting with stability selection
Cited by: 98
Author(s): Benjamin Hofner, Luigi Boccuto, Markus Göker
Software Mentions: 2
Published: over 9 years ago

10.1186/s12874-019-0802-0

A plea for taking all available clinical information into account when assessing the predictive value of omics data
Cited by: 10
Author(s): Alexander Volkmann, Riccardo De Bin, Willi Sauerbrei, Anne‐Laure Boulesteix
Software Mentions: 2
Published: over 5 years ago

10.1186/s13071-015-1222-6

Environmental and anthropogenic factors affecting the probability of occurrence of Oncomegas wageneri (Cestoda: Trypanorhyncha) in the southern Gulf of Mexico
Cited by: 10
Author(s): Víctor M. Vidal‐Martínez, Edgar Tórres-Irineo, David Romero, Gerardo Gold-Bouchot, Enrique Martínez‐Meyer, David Valdés-Lozano, M. Leopoldina Aguirre-Macedo
Software Mentions: 2
Published: almost 9 years ago

10.1371/journal.pone.0084483

Boosting the Concordance Index for Survival Data – A Unified Framework To Derive and Evaluate Biomarker Combinations
Cited by: 91
Author(s): Andreas Mayr, Matthias Schmid
Software Mentions: 2
Published: almost 11 years ago

10.1155/2017/6742763

Pathway-Based Kernel Boosting for the Analysis of Genome-Wide Association Studies
Cited by: 5
Author(s): Stefanie Friedrichs, Juliane Manitz, Patricia Burger, Christopher I. Amos, Angela Risch, Jenny Chang–Claude, Heinz‐Erich Wichmann, Thomas Kneib, Heike Bickeböller, Benjamin Hofner
Software Mentions: 2
Published: almost 8 years ago

10.1002/ece3.4738

Modeling spatiotemporal abundance of mobile wildlife in highly variable environments using boosted GAMLSS hurdle models
Cited by: 13
Author(s): Adam D. Smith, Benjamin Hofner, Juliet S. Lamb, Jason E. Osenkowski, Thomas C. Allison, Giancarlo Sadoti, Scott R. McWilliams, Peter W. C. Paton
Software Mentions: 2
Published: almost 6 years ago

10.1038/s41598-019-51910-6

Using phenotypic distribution models to predict livestock performance
Cited by: 10
Author(s): María Lozano-Jaramillo, Setegn Worku Alemu, Tadelle Dessie, Hans Komen, J.W.M. Bastiaansen
Software Mentions: 2
Published: about 5 years ago

10.3389/fnbeh.2018.00089

Genetic and Psychosocial Predictors of Aggression: Variable Selection and Model Building With Component-Wise Gradient Boosting
Cited by: 11
Author(s): Robert Suchting, Joshua L. Gowin, Charles E. Green, Consuelo Walss‐Bass, Scott D. Lane
Software Mentions: 1
Published: over 6 years ago

10.3390/ijerph17186873

Predicting Daily Sheltering Arrangements among Youth Experiencing Homelessness Using Diary Measurements Collected by Ecological Momentary Assessment
Cited by: 8
Author(s): Robert Suchting, Michael S. Businelle, Stephen W. Hwang, Nikhil Padhye, Yiping Yang, Diane Santa Maria
Software Mentions: 1
Published: about 4 years ago

10.3390/cancers11060744

False Discovery Rate Control in Cancer Biomarker Selection Using Knockoffs
Cited by: 15
Author(s): Arlina Shen, Han Fu, Kevin He, Hui Jiang
Software Mentions: 1
Published: over 5 years ago

10.1371/journal.pone.0078692

Understanding Child Stunting in India: A Comprehensive Analysis of Socio-Economic, Nutritional and Environmental Determinants Using Additive Quantile Regression
Cited by: 137
Author(s): Nora Fenske, Jacob Burns, Torsten Hothorn, Eva Rehfuess
Software Mentions: 1
Published: about 11 years ago

10.1186/1471-2288-12-6

Prediction intervals for future BMI values of individual children - a non-parametric approach by quantile boosting
Cited by: 33
Author(s): Andreas Mayr, Torsten Hothorn, Nora Fenske
Software Mentions: 1
Published: almost 13 years ago

10.1038/s41598-019-38971-3

Defining Optimal Soybean Sowing Dates across the US
Cited by: 36
Author(s): Spyridon Mourtzinis, James E. Specht, Shawn P. Conley
Software Mentions: 1
Published: over 5 years ago

10.1186/1471-2105-9-269

Flexible boosting of accelerated failure time models
Cited by: 55
Author(s): Matthias Schmid, Torsten Hothorn
Software Mentions: 1
Published: over 16 years ago

10.1289/ehp.1307139

Differences in BMI <i>z</i> -Scores between Offspring of Smoking and Nonsmoking Mothers: A Longitudinal Study of German Children from Birth through 14 Years of Age
Cited by: 24
Author(s): Christina Riedel, Nora Fenske, Manfred J. Müller, Sandra Plachta-Danielzik, Thomas Keil, Linus Grabenhenrich, Rüdiger von Kries
Software Mentions: 1
Published: over 10 years ago

Ecosyste.ms: Papers

Projects: cran: mboost

Papers Mentioning mboost 32