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Converting Data into Evidence - A Statistics Primer for the Medical Practitioner (Paperback, 2013 ed.)
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Converting Data into Evidence - A Statistics Primer for the Medical Practitioner (Paperback, 2013 ed.)
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Converting Data into Evidence: A Statistics Primer for the Medical
Practitioner provides a thorough introduction to the key
statistical techniques that medical practitioners encounter
throughout their professional careers. These techniques play an
important part in evidence-based medicine or EBM. Adherence to EBM
requires medical practitioners to keep abreast of the results of
medical research as reported in their general and specialty
journals. At the heart of this research is the science of
statistics. It is through statistical techniques that researchers
are able to discern the patterns in the data that tell a clinical
story worth reporting. The authors begin by discussing samples and
populations, issues involved in causality and causal inference, and
ways of describing data. They then proceed through the major
inferential techniques of hypothesis testing and estimation,
providing examples of univariate and bivariate tests. The coverage
then moves to statistical modeling, including linear and logistic
regression and survival analysis. In a final chapter, a
user-friendly introduction to some newer, cutting-edge, regression
techniques will be included, such as fixed-effects regression and
growth-curve modeling. A unique feature of the work is the
extensive presentation of statistical applications from recent
medical literature. Over 30 different articles are explicated
herein, taken from such journals. With the aid of this primer, the
medical researcher will also find it easier to communicate with the
statisticians on his or her research team. The book includes a
glossary of statistical terms for easy access. This is an important
reference work for the shelves of physicians, nurses, nurse
practitioners, physician's assistants, medical students, and
residents.
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