Using elastic net regression to perform spectrally relevant variable selection
Published 2018 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Using elastic net regression to perform spectrally relevant variable selection
Authors
Keywords
-
Journal
JOURNAL OF CHEMOMETRICS
Volume -, Issue -, Pages e3034
Publisher
Wiley
Online
2018-04-25
DOI
10.1002/cem.3034
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Comparison of the variable importance in projection (VIP) and of the selectivity ratio (SR) methods for variable selection and interpretation
- (2015) Mireia Farrés et al. JOURNAL OF CHEMOMETRICS
- Regularization Paths for Generalized Linear Models via Coordinate Descent
- (2015) Jerome Friedman et al. Journal of Statistical Software
- Interpretation of variable importance in Partial Least Squares with Significance Multivariate Correlation (sMC)
- (2014) Thanh N. Tran et al. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
- A review of variable selection methods in Partial Least Squares Regression
- (2012) Tahir Mehmood et al. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
- Sparse partial least-squares regression and its applications to high-throughput data analysis
- (2011) Donghwan Lee et al. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
- CovSel: Variable selection for highly multivariate and multi-response calibration
- (2010) J.M. Roger et al. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
- Variable selection in regression-a tutorial
- (2010) C. M. Andersen et al. JOURNAL OF CHEMOMETRICS
- Sparse partial least squares regression for simultaneous dimension reduction and variable selection
- (2010) Hyonho Chun et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
- Key wavelengths screening using competitive adaptive reweighted sampling method for multivariate calibration
- (2009) Hongdong Li et al. ANALYTICA CHIMICA ACTA
- Discriminating Variable Test and Selectivity Ratio Plot: Quantitative Tools for Interpretation and Variable (Biomarker) Selection in Complex Spectral or Chromatographic Profiles
- (2009) Tarja Rajalahti et al. ANALYTICAL CHEMISTRY
- A Backward Variable Selection method for PLS regression (BVSPLS)
- (2008) Juan Antonio Fernández Pierna et al. ANALYTICA CHIMICA ACTA
- Biomarker discovery in mass spectral profiles by means of selectivity ratio plot
- (2008) Tarja Rajalahti et al. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
- Assuring specificity for a multivariate near-infrared (NIR) calibration: The example of the Chambersburg Shoot-out 2002 data set
- (2008) Karl H. Norris et al. JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS
- A Sparse PLS for Variable Selection when Integrating Omics Data
- (2008) Kim-Anh Lê Cao et al. Statistical Applications in Genetics and Molecular Biology
Create your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create NowAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started