Biostatistics with R, an introduction to statistics through biological data
Shahbaba, Babak
Biostatistics with R : an introduction to statistics through biological data [Documento eletrónico] / Babak Shahbaba. - New York, NY : Springer , 2012 . - XVI, 352 p. : il.. - (Use R!) Biostatistics with R is designed around the dynamic interplay among statistical methods, their applications in biology, and their implementation. The book explains basic statistical concepts with a simple yet rigorous language. The development of ideas is in the context of real applied problems, for which step-by-step instructions for using R and R-Commander are provided. Topics include data exploration, estimation, hypothesis testing, linear regression analysis, and clustering with two appendices on installing and using R and R-Commander. A novel feature of this book is an elementary introduction to the basic of Bayesian analysis. This author discusses basic statistical analysis through a series of biological examples using R and R-Commander as computational tools. The book is ideal for instructors of basic statistics for biologists and other health scientists. The step-by-step application of statistical methods discussed in this book allows readers, who are interested in statistics and its application in biology, to use the book as a self-learning text. .
Clicar aqui para aceder a um recurso externo
ISBN 978-1-4614-1302-8
Estatística
LCC QA276
Biostatistics with R : an introduction to statistics through biological data [Documento eletrónico] / Babak Shahbaba. - New York, NY : Springer , 2012 . - XVI, 352 p. : il.. - (Use R!) Biostatistics with R is designed around the dynamic interplay among statistical methods, their applications in biology, and their implementation. The book explains basic statistical concepts with a simple yet rigorous language. The development of ideas is in the context of real applied problems, for which step-by-step instructions for using R and R-Commander are provided. Topics include data exploration, estimation, hypothesis testing, linear regression analysis, and clustering with two appendices on installing and using R and R-Commander. A novel feature of this book is an elementary introduction to the basic of Bayesian analysis. This author discusses basic statistical analysis through a series of biological examples using R and R-Commander as computational tools. The book is ideal for instructors of basic statistics for biologists and other health scientists. The step-by-step application of statistical methods discussed in this book allows readers, who are interested in statistics and its application in biology, to use the book as a self-learning text. .
Clicar aqui para aceder a um recurso externo
ISBN 978-1-4614-1302-8
Estatística
LCC QA276
