Regression Models as a Tool in Medical Research

Regression Models as a Tool in Medical Research

AngličtinaMěkká vazbaTisk na objednávku
Vach Werner
Taylor & Francis Ltd
EAN: 9781032477510
Tisk na objednávku
Předpokládané dodání v pondělí, 27. ledna 2025
1 284 Kč
Běžná cena: 1 427 Kč
Sleva 10 %
ks
Chcete tento titul ještě dnes?
knihkupectví Megabooks Praha Korunní
není dostupné
Librairie Francophone Praha Štěpánská
není dostupné
knihkupectví Megabooks Ostrava
není dostupné
knihkupectví Megabooks Olomouc
není dostupné
knihkupectví Megabooks Plzeň
není dostupné
knihkupectví Megabooks Brno
není dostupné
knihkupectví Megabooks Hradec Králové
není dostupné
knihkupectví Megabooks České Budějovice
není dostupné
knihkupectví Megabooks Liberec
není dostupné

Podrobné informace

While regression models have become standard tools in medical research, understanding how to properly apply the models and interpret the results is often challenging for beginners. Regression Models as a Tool in Medical Research presents the fundamental concepts and important aspects of regression models most commonly used in medical research, including the classical regression model for continuous outcomes, the logistic regression model for binary outcomes, and the Cox proportional hazards model for survival data. The text emphasizes adequate use, correct interpretation of results, appropriate presentation of results, and avoidance of potential pitfalls.

After reviewing popular models and basic methods, the book focuses on advanced topics and techniques. It considers the comparison of regression coefficients, the selection of covariates, the modeling of nonlinear and nonadditive effects, and the analysis of clustered and longitudinal data, highlighting the impact of selection mechanisms, measurement error, and incomplete covariate data. The text then covers the use of regression models to construct risk scores and predictors. It also gives an overview of more specific regression models and their applications as well as alternatives to regression modeling. The mathematical details underlying the estimation and inference techniques are provided in the appendices.

EAN 9781032477510
ISBN 1032477512
Typ produktu Měkká vazba
Vydavatel Taylor & Francis Ltd
Datum vydání 21. ledna 2023
Stránky 496
Jazyk English
Rozměry 234 x 156
Země United Kingdom
Autoři Vach Werner
Ilustrace 158 Illustrations, black and white