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Data fusion examples in fusing metabolomics and transcriptomics data /
Published 2017Table of Contents: “…Contents: Data integration/fusion in metabolomics -- Correlation based data fusion methods -- Methods based on simultaneous component analysis -- Methods that can distinguish common and distinctive variation -- Application of methods to metabolic and transcriptional response of Arabidopsis thaliana mutants to Phytophtora infestans -- Sample alignment -- Block scaling -- Model complexity.…”
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A Guide to Research Methodology An Overview of Research Problems, Tasks and Methods.
Published 2019Table of Contents: “…4.6 Data for Bio-Medical Research4.7 Data for Special Purposes; 4.8 Data Integration; 5 Sample Surveys; 5.1 Introduction; 5.2 Non-Probability Sampling; 5.3 Randomized Response Technique; 5.4 Panel Surveys; 5.5 Problems in Use of Stratified Sampling; 5.5.1 Problem of Constructing Strata; 5.5.2 Problem of Allocation of the Total Sample across Strata; 5.6 Small-Area Estimation; 5.7 Network Sampling; 5.8 Estimation without Sampling; 5.9 Combining Administrative Records with Survey Data; 6 More about Experimental Designs; 6.1 Introduction; 6.2 Optimality of Designs…”
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