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Regression Analysis in Medical Research - for Starters and 2nd Levelers (Hardcover, 2nd ed. 2021)
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Regression Analysis in Medical Research - for Starters and 2nd Levelers (Hardcover, 2nd ed. 2021)
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Regression analysis of cause effect relationships is increasingly
the core of medical and health research. This work is a 2nd edition
of a 2017 pretty complete textbook and tutorial for students as
well as recollection / update bench and help desk for
professionals. It came to the authors' attention, that information
of history, background, and purposes, of the regression methods
addressed were scanty. Lacking information about all of that has
now been entirely covered. The editorial art work of the first
edition, however pretty, was less appreciated by some readerships,
than were the original output sheets from the statistical programs
as used. Therefore, the editorial art work has now been
systematically replaced with original statistical software tables
and graphs for the benefit of an improved usage and understanding
of the methods. In the past few years, professionals have been
flooded with big data. The Covid-19 pandemic gave cause for
statistical software companies to foster novel analytic programs
better accounting outliers and skewness. Novel fields of regression
analysis adequate for such data, like sparse canonical regressions
and quantile regressions, have been included.
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