|
|
libcats.org
Biostatistical Design and Analysis Using R: A Practical GuideDr Murray LoganR — the statistical and graphical environment is rapidly emerging as an important set of teaching and research tools for biologists. This book draws upon the popularity and free availability of R to couple the theory and practice of biostatistics into a single treatment, so as to provide a textbook for biologists learning statistics, R, or both. An abridged description of biostatistical principles and analysis sequence keys are combined together with worked examples of the practical use of R into a complete practical guide to designing and analyzing real biological research.
Topics covered include: • simple hypothesis testing, graphing • exploratory data analysis and graphical summaries • regression (linear, multi and non-linear) • simple and complex ANOVA and ANCOVA designs (including nested, factorial, blocking, spit-plot and repeated measures) • frequency analysis and generalized linear models. Linear mixed effects modeling is also incorporated extensively throughout as an alternative to traditional modeling techniques. The book is accompanied by a companion website www.wiley.com/go/logan/r with an extensive set of resources comprising all R scripts and data sets used in the book, additional worked examples, the biology package, and other instructional materials and links.
Популярные книги за неделю:
Система упражнений по развитию способностей человека (Практическое пособие)Автор: Петров Аркадий НаумовичКатегория: Путь к себе
Размер книги: 818 Kb
Сотворение мира (3-х томник)Автор: Петров Аркадий НаумовичКатегория: Путь к себе
Размер книги: 817 Kb
Только что пользователи скачали эти книги:
Георгий Иванов - Ирина Одоевцева - Роман Гуль: Тройственный союз. Переписка 1953-1958 годовАвтор:Категория: Культурология, Биографии и Мемуары
Размер книги: 1.27 Mb
Psychiatric Diagnosis and ClassificationАвтор: Mario Maj, Автор: Wolfgang Gaebel, Автор: Juan José López-Ibor Jr., Автор: Norman Sartorius
Размер книги: 1.34 Mb
Graph-Theoretic Concepts in Computer Science 20 conf., WG '94Автор: Ernst W. Mayr, Автор: Gunther Schmidt, Автор: Gottfried TinhoferКатегория: Cs_Computer science, CsLn_Lecture notes
Размер книги: 3.17 Mb
El ensayo como género literarioАвтор: Vicente Cervera Salinas, Автор: María Belén Hernández González, Автор: María Dolores Adsuar
Размер книги: 2.10 Mb
The Best American Nonrequired Reading 2011Автор: Eggers DaveКатегория: fiction
Размер книги: 10.48 Mb
|
|
|