Modern Issues and Methods in Biostatistics

Name: Modern Issues and Methods in Biostatistics
Brand: Springer-Verlag New York Inc.
SKU: 9781441998415
Price: 296.53 RON
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Autor: Mark Chang

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Legare: Copertă tare

Editura: Springer-Verlag New York Inc.

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Classic biostatistics, a branch of statistical science, has as its main focus the applications of st...

Informații despre carte

Autor

Mark Chang

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2011

Pagini

307

EAN

9781441998415

ISBN

1441998411

Enbook ID

01424620

Editura

Springer-Verlag New York Inc.

Greutate

612

Dimensiuni

169 x 243 x 24

Descriere completă

Classic biostatistics, a branch of statistical science, has as its main focus the applications of statistics in public health, the life sciences, and the pharmaceutical industry. Modern biostatistics, beyond just a simple application of statistics, is a confluence of statistics and knowledge of multiple intertwined fields. The application demands, the advancements in computer technology, and the rapid growth of life science data (e.g., genomics data) have promoted the formation of modern biostatistics. There are at least three characteristics of modern biostatistics: (1) in-depth engagement in the application fields that require penetration of knowledge across several fields, (2) high-level complexity of data because they are longitudinal, incomplete, or latent because they are heterogeneous due to a mixture of data or experiment types, because of high-dimensionality, which may make meaningful reduction impossible, or because of extremely small or large size; and (3) dynamics, the speed of development in methodology and analyses, has to match the fast growth of data with a constantly changing face. §This book is written for researchers, biostatisticians/statisticians, and scientists who are interested in quantitative analyses. The goal is to introduce modern methods in biostatistics and help researchers and students quickly grasp key concepts and methods. Many methods can solve the same problem and many problems can be solved by the same method, which becomes apparent when those topics are discussed in a single volume.

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