Handling missing rows in multi-omics data integration: multiple imputation in multiple factor analysis framework

A multivariate approach to the integration of multi-omics datasets

(2014) Chen Meng et al.   BMC BIOINFORMATICS

Data integration in the era of omics: current and future challenges

(2014) David Gomez-Cabrero et al.   BMC Systems Biology

Regularized generalized canonical correlation analysis for multiblock or multigroup data analysis

(2014) Arthur Tenenhaus et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Using Generalized Procrustes Analysis for Multiple Imputation in Principal Component Analysis

(2014) Joost R. van Ginkel et al.   JOURNAL OF CLASSIFICATION

Handling missing values in multiple factor analysis

(2013) François Husson et al.   FOOD QUALITY AND PREFERENCE

CellMiner: A Web-Based Suite of Genomic and Pharmacologic Tools to Explore Transcript and Drug Patterns in the NCI-60 Cell Line Set

(2012) W. C. Reinhold et al.   CANCER RESEARCH

Multiple imputation in principal component analysis

(2011) Julie Josse et al.   Advances in Data Analysis and Classification

A Review of Hot Deck Imputation for Survey Non-response

(2010) Rebecca R. Andridge et al.   INTERNATIONAL STATISTICAL REVIEW

mRNA and microRNA Expression Profiles of the NCI-60 Integrated with Drug Activities

(2010) H. Liu et al.   MOLECULAR CANCER THERAPEUTICS

HIGHLIGHTING RELATIONSHIPS BETWEEN HETEROGENEOUS BIOLOGICAL DATA THROUGH GRAPHICAL DISPLAYS BASED ON REGULARIZED CANONICAL CORRELATION ANALYSIS

(2009) I. GONZÁLEZ et al.   JOURNAL OF BIOLOGICAL SYSTEMS

Missing inaction: the dangers of ignoring missing data

(2008) Shinichi Nakagawa et al.   TRENDS IN ECOLOGY & EVOLUTION