Cargando…

Separating common from distinctive variation

BACKGROUND: Joint and individual variation explained (JIVE), distinct and common simultaneous component analysis (DISCO) and O2-PLS, a two-block (X-Y) latent variable regression method with an integral OSC filter can all be used for the integrated analysis of multiple data sets and decompose them in...

Descripción completa

Detalles Bibliográficos
Autores principales:	van der Kloet, Frans M., Sebastián-León, Patricia, Conesa, Ana, Smilde, Age K., Westerhuis, Johan A.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2016
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4905617/ https://www.ncbi.nlm.nih.gov/pubmed/27294690 http://dx.doi.org/10.1186/s12859-016-1037-2

Ejemplares similares

Common and distinct variation in data fusion of designed experimental data
por: Alinaghi, Masoumeh, et al.
Publicado: (2019)

Increased comparability between RNA-Seq and microarray data by utilization of gene sets
por: van der Kloet, Frans M., et al.
Publicado: (2020)

Statistical validation of megavariate effects in ASCA
por: Vis, Daniel J, et al.
Publicado: (2007)

Double-check: validation of diagnostic statistics for PLS-DA models in metabolomics studies
por: Szymańska, Ewa, et al.
Publicado: (2011)

Use of prior knowledge for the analysis of high-throughput transcriptomics and metabolomics data
por: Reshetova, Polina, et al.
Publicado: (2014)

Topology of Transcriptional Regulatory Networks: Testing and Improving
por: Hasdemir, Dicle, et al.
Publicado: (2012)

How informative is your kinetic model?: using resampling methods for model invalidation
por: Hasdemir, Dicle, et al.
Publicado: (2014)

Repeated measures ASCA+ for analysis of longitudinal intervention studies with multivariate outcome data
por: Madssen, Torfinn S., et al.
Publicado: (2021)

Metabolic network discovery through reverse engineering of metabolome data
por: Çakır, Tunahan, et al.
Publicado: (2009)

Multivariate paired data analysis: multilevel PLSDA versus OPLSDA
por: Westerhuis, Johan A., et al.
Publicado: (2009)

Centering, scaling, and transformations: improving the biological information content of metabolomics data
por: van den Berg, Robert A, et al.
Publicado: (2006)

Simplivariate Models: Ideas and First Examples
por: Hageman, Jos A., et al.
Publicado: (2008)

Simplivariate Models: Uncovering the Underlying Biology in Functional Genomics Data
por: Saccenti, Edoardo, et al.
Publicado: (2011)

DISCO-SCA and Properly Applied GSVD as Swinging Methods to Find Common and Distinctive Processes
por: Van Deun, Katrijn, et al.
Publicado: (2012)

Identifying inhibitory compounds in lignocellulosic biomass hydrolysates using an exometabolomics approach
por: Zha, Ying, et al.
Publicado: (2014)

Network Identification of Hormonal Regulation
por: Vis, Daniel J., et al.
Publicado: (2014)

Fusing metabolomics data sets with heterogeneous measurement errors
por: Waaijenborg, Sandra, et al.
Publicado: (2018)

Detecting Regulatory Mechanisms in Endocrine Time Series Measurements
por: Vis, Daniel J., et al.
Publicado: (2012)

iTOP: inferring the topology of omics data
por: Aben, Nanne, et al.
Publicado: (2018)

Effect of strigolactones on recruitment of the rice root-associated microbiome
por: Kim, Bora, et al.
Publicado: (2022)

Data representations and -analyses of binary diary data in pursuit of stratifying children based on common childhood illnesses
por: de Rooi, Johan, et al.
Publicado: (2018)

Analysis of high-dimensional metabolomics data with complex temporal dynamics using RM-ASCA+
por: Erdős, Balázs, et al.
Publicado: (2023)

Numerical Representations of Metabolic Systems
por: Smilde, Age K., et al.
Publicado: (2020)

Systematic selection of competing metabolomics methods in a metabolite-sensory relationship study
por: Davarzani, Naser, et al.
Publicado: (2021)

Group-wise ANOVA simultaneous component analysis for designed omics experiments
por: Saccenti, Edoardo, et al.
Publicado: (2018)

STATegra: Multi-Omics Data Integration – A Conceptual Scheme With a Bioinformatics Pipeline
por: Planell, Nuria, et al.
Publicado: (2021)

To aggregate or not to aggregate high-dimensional classifiers
por: Xu, Cheng-Jian, et al.
Publicado: (2011)

Validation and selection of ODE based systems biology models: how to arrive at more reliable decisions
por: Hasdemir, Dicle, et al.
Publicado: (2015)

A structured overview of simultaneous component based data integration
por: Van Deun, Katrijn, et al.
Publicado: (2009)

Dreams and Dissociation—Commonalities as a Basis for Future Research and Clinical Innovations
por: van Heugten-van der Kloet, Dalena, et al.
Publicado: (2020)

Modeling adaptive response profiles in a vaccine clinical trial
por: Hasdemir, Dicle, et al.
Publicado: (2020)

Inferring protein–protein interaction complexes from immunoprecipitation data
por: Kutzera, Joachim, et al.
Publicado: (2013)

Corruption of the Pearson correlation coefficient by measurement error and its estimation, bias, and correction under different error models
por: Saccenti, Edoardo, et al.
Publicado: (2020)

Crossfit analysis: a novel method to characterize the dynamics of induced plant responses
por: Jansen, Jeroen J, et al.
Publicado: (2009)

Six Common Herbs with Distinctive Bioactive, Antioxidant Components. A Review of Their Separation Techniques
por: Oreopoulou, Antigoni, et al.
Publicado: (2021)

Individual differences in metabolomics: individualised responses and between-metabolite relationships
por: Jansen, Jeroen J., et al.
Publicado: (2012)

Scaling in ANOVA-simultaneous component analysis
por: Timmerman, Marieke E., et al.
Publicado: (2015)

Towards a Hierarchical Strategy to Explore Multi-Scale IP/MS Data for Protein Complexes
por: Kutzera, Joachim, et al.
Publicado: (2015)

Not Just a Sum? Identifying Different Types of Interplay between Constituents in Combined Interventions
por: Van Deun, Katrijn, et al.
Publicado: (2015)

Strategies for Individual Phenotyping of Linoleic and Arachidonic Acid Metabolism Using an Oral Glucose Tolerance Test
por: Saccenti, Edoardo, et al.
Publicado: (2015)

Cannot write session to /tmp/vufind_sessions/sess_sco4d8ur3glms7blesc0o3nhrc