Related references
Note: Only part of the references are listed.Comparison of zero replacement strategies for compositional data with large numbers of zeros
Sugnet Lubbe et al.
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2021)
Log-ratio lasso: Scalable, sparse estimation for log-ratio models
Stephen Bates et al.
BIOMETRICS (2019)
Understanding sequencing data as compositions: an outlook and review
Thomas P. Quinn et al.
BIOINFORMATICS (2018)
Robust and sparse estimation methods for high-dimensional linear and logistic regression
Fatma Sevinc Kurnaz et al.
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2018)
A Phylogeny-Regularized Sparse Regression Model for Predictive Modeling of Microbial Community Data
Jian Xiao et al.
FRONTIERS IN MICROBIOLOGY (2018)
Reference point insensitive molecular data analysis
M. Altenbuchinger et al.
BIOINFORMATICS (2017)
Robust and sparse estimators for linear regression models
Ezequiel Smucler et al.
COMPUTATIONAL STATISTICS & DATA ANALYSIS (2017)
REGRESSION ANALYSIS FOR MICROBIOME COMPOSITIONAL DATA
Pixu Shi et al.
ANNALS OF APPLIED STATISTICS (2016)
It's all relative: analyzing microbiome data as compositions
Gregory B. Gloor et al.
ANNALS OF EPIDEMIOLOGY (2016)
Microbiome, Metagenomics, and High-Dimensional Compositional Data Analysis
Hongzhe Li
ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, VOL 2 (2015)
Variable selection in regression with compositional covariates
Wei Lin et al.
BIOMETRIKA (2014)
SPARSE LEAST TRIMMED SQUARES REGRESSION FOR ANALYZING HIGH-DIMENSIONAL LARGE DATA SETS
Andreas Alfons et al.
ANNALS OF APPLIED STATISTICS (2013)
Regression shrinkage and selection via the lasso: a retrospective
Robert Tibshirani
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2011)
Linking Long-Term Dietary Patterns with Gut Microbial Enterotypes
Gary D. Wu et al.
SCIENCE (2011)
Robust Ridge Regression for High-Dimensional Data
Ricardo A. Maronna
TECHNOMETRICS (2011)
Regularization Paths for Generalized Linear Models via Coordinate Descent
Jerome Friedman et al.
JOURNAL OF STATISTICAL SOFTWARE (2010)
Impact of coffee consumption on the gut microbiota: A human volunteer study
Muriel Jaquet et al.
INTERNATIONAL JOURNAL OF FOOD MICROBIOLOGY (2009)
Relaxed lasso
Nicolai Meinshausen
COMPUTATIONAL STATISTICS & DATA ANALYSIS (2007)
Regularization and variable selection via the elastic net
H Zou et al.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2005)
Robust estimates of location and dispersion for high-dimensional datasets
RA Maronna et al.
TECHNOMETRICS (2002)
Share Paper
