Handbook of Statistical Bioinformatics
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Beschreibung
Now in its second edition, this handbook collects authoritative contributions on modern methods and tools in statistical bioinformatics with a focus on the interface between computational statistics and cutting-edge developments in computational biology. The three parts of the book cover statistical methods for single-cell analysis, network analysis, and systems biology, with contributions by leading experts addressing key topics in probabilistic and statistical modeling and the analysis of massive data sets generated by modern biotechnology. This handbook will serve as a useful reference source for students, researchers and practitioners in statistics, computer science and biological and biomedical research, who are interested in the latest developments in computational statistics as applied to computational biology.
Now in its second edition, this handbook collects authoritative contributions on modern methods and tools in statistical bioinformatics with a focus on the interface between computational statistics and cutting-edge developments in computational biology. The three parts of the book cover statistical methods for single-cell analysis, network analysis, and systems biology, with contributions by leading experts addressing key topics in probabilistic and statistical modeling and the analysis of massive data sets generated by modern biotechnology. This handbook will serve as a useful reference source for students, researchers and practitioners in statistics, computer science and biological and biomedical research, who are interested in the latest developments in computational statistics as applied to computational biology.
Presents modern methods and tools at the interface between computational statistics and computational biology Covers key topics in statistical modeling and the analysis of massive data sets from modern biotechnology Addresses statistical methods for single-cell analysis, network analysis, and systems biology
Autor*in
Henry Horng-Shing Lu
Themen in »Handbook of Statistical Bioinformatics«
Computational Statistics Computational Biology Statistical Bioinformatics Biostatistics Statistical Modeling Massive Data Sets Single-cell Analysis Network Analysis Systems Biology Probabilistic Modeling Bioinformatics Statistical Methods