Flexible analysis of RNA-seq data using mixed effects models

Keyphrases

• Mixed-effects Model 100%
• Expression Level 100%
• RNA-seq Data 100%
• Gene Expression 66%
• Differential Expression 66%
• Model Selection 66%
• Random Effects 33%
• RNA Sequencing (RNA-seq) 33%
• Bioinformatics 33%
• Transcript Expression 33%
• Treatment Group 33%
• Expression Analysis 33%
• Downstream Analysis 33%
• Transcript Level 33%
• Selection Strategy 33%
• In Cis 33%
• Bayesian Methods 33%
• Read Count 33%
• Expression Experiments 33%
• Gene Haplotype 33%
• C + + 33%
• Interesting Patterns 33%
• Treatment Class 33%
• Uncertainty Levels 33%
• Read Mapping 33%
• Gene Isoforms 33%
• Polytomous Models 33%
• Differential Isoform Usage 33%
• Regulatory Divergence 33%

Mathematics

• Model Selection 100%
• Differential Expression 100%
• Treatment Group 50%
• Bayesian 50%
• Statistics 50%
• Random Effect 50%

Biochemistry, Genetics and Molecular Biology

• Isoform 100%
• RNA Sequencing 100%
• Gene Expression 66%
• Haplotype 33%
• Expression Analysis 33%