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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, as well as investigating challenges for statistical analysis of microbiome data using the standard statistical methods. This book is useful for researchers of biostatistics, ecology, and data analysts. Presents a thorough overview of statistical methods in microbiome statistics of parametric and no...
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 data from the authors’ research and from the public domain, and discusses the implementation of QIIME 2 and R for data analysis step-by-step. The data as well as QIIME 2 and R computer programs are publicly available, allowing readers to replicate the model development and data analysis presented in each chapter so that these new methods can be readily applied in their own research. Bioinformatic and Statistical Analysis of Microbiome Data is an ideal book for advanced graduate students and researchers in the clinical, biomedical, agricultural, and environmental fields, as well as those studying bioinformatics, statistics, and big data analysis.
A captivating survey of the science of wine and winemaking for anyone who has ever wondered about the magic of the fermented grape An excellent bottle of wine can be the spark that inspires a brainstorming session. Such was the case for Ian Tattersall and Rob DeSalle, scientists who frequently collaborate on book and museum exhibition projects. When the conversation turned to wine one evening, it almost inevitably led the two--one a palaeoanthropologist, the other a molecular biologist--to begin exploring the many intersections between science and wine. This book presents their fascinating, freewheeling answers to the question "What can science tell us about wine?" And vice versa. Conversati...
In Postmodern Winemaking, Clark Smith shares the extensive knowledge he has accumulated in engaging, humorous, and erudite essays that convey a new vision of the winemaker's craft--one that credits the crucial roles played by both science and art in the winemaking process. Smith, a leading innovator in red wine production techniques, explains how traditional enological education has led many winemakers astray--enabling them to create competent, consistent wines while putting exceptional wines of structure and mystery beyond their grasp. Great wines, he claims, demand a personal and creative engagement with many elements of the process. His lively exploration of the facets of postmodern winemaking, together with profiles of some of its practitioners, is both entertaining and enlightening.
Environmental microbiology is the study of microbial processes in the environment, microbial communities and microbial interactions. This includes: - Structure and activities of microbial communities - Microbial interactions and interactions with macroorganisms - Population biology of microorganisms - Microbes and surfaces (adhesion and biofilm formation) - Microbial community genetics and evolutionary processes - (Global) element cycles and biogeochemical processes - Microbial life in extreme and unusual little-explored environments
"Autism has become an all-too-common diagnosis here in the United States. Typically diagnosed in early childhood, Autism Spectrum Disorder (ASD) is identified based on developmental delays in three areas: language, social skills, and particular behaviors. But what Americans know and think about autism is shaped by our social relationship to health, disease, and our country's medical system. The Western Disease explores the ways that Somali recent immigrants make sense of their children's diagnosis of autism. Having never heard of the disease before migrating to North America, they often determine that since autism doesn't exist in Somalia, it must be a Western disease. Many even believe it i...
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