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Showing 1 - 12 of 12 results for “yinglin xia”
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  • Machine Learning for Microbiome Statistics

    by Yinglin Xia, Jun Sun ...
    Series series Chapman & Hall/CRC Biostatistics Series
    Machine learning fundamentally learns from the past experiences (seen data) to make predictions about future (unseen data). Predictions in nature are often uncertain. Microbiome data have unique characteristics, including high-dimensionality, over-dispersion, sparsity and zero-inflation, and heterogeneity. Thus, machine learning involving microbiome data for predicting the outcome of phenotypes is ... Read more

    $73.99 USD

  • Applied Microbiome Statistics

    Correlation, Association, Interaction and Composition

    by Yinglin Xia, Jun Sun ...
    Series series Chapman & Hall/CRC Biostatistics Series
    This unique book officially defines microbiome statistics as a specific new field of statistics and addresses the statistical analysis of correlation, association, interaction, and composition in microbiome research. It also defines the study of the microbiome as a hypothesis-driven experimental science and describes two microbiome research themes and six unique characteristics of microbiome data, ... Read more

    $73.99 USD

  • Bioinformatic and Statistical Analysis of Microbiome Data

    From Raw Sequences to Advanced Modeling with QIIME 2 and R

    by Yinglin Xia, Jun Sun ...
    Series series Computer Science (R0)
    This unique book addresses the bioinformatic and statistical modelling and also the analysis of microbiome data using cutting-edge QIIME 2 and R software. It covers core analysis topics in both bioinformatics and statistics, which provides a complete workflow for microbiome data analysis: from raw sequencing reads to community analysis and statistical hypothesis testing. It includes real-world ... Read more

    $197.99 USD

  • Statistical Analysis of Microbiome Data with R

    by Yinglin Xia, Jun Sun, Ding-Geng Chen ...
    Series series Mathematics and Statistics (R0)
    This unique book addresses the statistical modelling and analysis of microbiome data using cutting-edge R software. It includes real-world data from the authors’ research and from the public domain, and discusses the implementation of R for data analysis step by step. The data and R computer programs are publicly available, allowing readers to replicate the model development and data analysis ... Read more

    $179.09 USD

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  • Statistical Bioinformatics with R

    by Sunil K. Mathur ...
    Statistical Bioinformatics provides a balanced treatment of statistical theory in the context of bioinformatics applications. Designed for a one or two semester senior undergraduate or graduate bioinformatics course, the text takes a broad view of the subject – not just gene expression and sequence analysis, but a careful balance of statistical theory in the context of bioinformatics applications. ... Read more

    $49.49 USD

  • The Phylogenetic Handbook

    A Practical Approach to Phylogenetic Analysis and Hypothesis Testing

    Edited by Philippe Lemey, Marco Salemi, Anne-Mieke Vandamme ...
    The Phylogenetic Handbook is a broad, hands on guide to theory and practice of nucleotide and protein phylogenetic analysis. This second edition includes six new chapters, covering topics such as Bayesian inference, tree topology testing and the impact of recombination on phylogenies, as well as a detailed section on molecular adaptation. The book has a stronger focus on hypothesis testing than ... Read more

    $67.29 USD

  • Bayesian Evolutionary Analysis with BEAST

    by Alexei J. Drummond, Remco R. Bouckaert ...
    What are the models used in phylogenetic analysis and what exactly is involved in Bayesian evolutionary analysis using Markov chain Monte Carlo (MCMC) methods? How can you choose and apply these models, which parameterisations and priors make sense, and how can you diagnose Bayesian MCMC when things go wrong? These are just a few of the questions answered in this comprehensive overview of Bayesian ... Read more

    $62.39 USD

  • Statistical Bioinformatics

    For Biomedical and Life Science Researchers

    by Jae K. Lee ...
    This book provides an essential understanding of statistical concepts necessary for the analysis of genomic and proteomic data using computational techniques. The author presents both basic and advanced topics, focusing on those that are relevant to the computational analysis of large data sets in biology. Chapters begin with a description of a statistical concept and a current example from ... Read more

    $118.00 USD

  • Bioinformatics in Human Health and Heredity

    by C.R. Rao, Ranajit Chakraborty, Pranab K. Sen ...
    Series Book 28 - Handbook of Statistics
    The field of statistics not only affects all areas of scientific activity, but also many other matters such as public policy. It is branching rapidly into so many different subjects that a series of handbooks is the only way of comprehensively presenting the various aspects of statistical methodology, applications, and recent developments. The Handbook of Statistics, a series of self-contained ... Read more

    $224.99 USD

  • Analyzing the Large Number of Variables in Biomedical and Satellite Imagery

    by Phillip I. Good ...
    This book grew out of an online interactive offered through statcourse.com, and it soon became apparent to the author that the course was too limited in terms of time and length in light of the broad backgrounds of the enrolled students. The statisticians who took the course needed to be brought up to speed both on the biological context as well as on the specialized statistical methods needed to ... Read more

    $75.00 USD

  • Introduction to Data Mining for the Life Sciences

    by Rob Sullivan ...
    Series series Biomedical and Life Sciences (R0)
    Data mining provides a set of new techniques to integrate, synthesize, and analyze tdata, uncovering the hidden patterns that exist within. Traditionally, techniques such as kernel learning methods, pattern recognition, and data mining, have been the domain of researchers in areas such as artificial intelligence, but leveraging these tools, techniques, and concepts against your data asset to ... Read more

    $188.09 USD

  • Quantitative Genetics And Its Connections With Big Data And Sequenced Genomes

    by Charles J Mode ...
    The book gives an overview of developments in Quantitative Genetics and variance component analysis in an era of Big Data and Sequenced Genomes. It provides a detailed description of a direct method of estimation that will be a useful means of extracting information from a large set of data that was inconceivable 10 to 20 years ago.The book is a combination of a history of variance component ... Read more

    $27.99 USD