_Applied Multivariate Statistical Analysis in Medicine_ provides a
multivariate conceptual framework that allows readers to understand
the interconnectivity and interrelations among variables, which
maintains the intrinsic precision of statistical theories. With a
strong focus on the fundamental concepts of multivariate statistical
analysis, the book also gives insight into the applications of
multivariate distribution in biomedical fields. In 14 chapters,
_Applied Multivariate Statistical Analysis in Medicine_ covers the
main topics of multivariate analysis methods widely used in health
science research. The content is organized progressively from
fundamental concepts to sophisticated methods. It begins with basic
descriptive statistics in multivariate analysis and follows with
parameter estimation, in addition to the hypothesis testing of a
multivariate normal distribution, which has heavy applications in
biomedical fields where the relationships among approximately normal
variables are of great interest. Keeping mathematics to a minimum,
considerable emphasis is placed on explanations and real-world
applications of core principles to maintain a good balance between
introducing theory and cultivating problem-solving skills. This book
is a very valuable reference text for clinicians, medical researchers,
and other researchers across medical and biomedical disciplines, all
of whom confront increasingly complex statistical methods during the
analysis and presentation of their results.
* Gives understanding and mastering of the multivariate analysis
techniques in the medical sciences
* Maintains a balance between the introduction of statistical
analysis theory and the cultivation of practical skills
* Exposes a variety of well-designed real-life cases that integrate
concepts and analytical techniques
* Includes substantive exercises, online coding sources, and case
discussions to solidify a conceptual understanding
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Produktdetaljer
ISBN
9780443235887
Publisert
2024
Utgave
1. utgave
Utgiver
Vendor
Academic Press
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter