Электронная книга: Stanley Lemeshow «Applied Logistic Regression»

Applied Logistic Regression

A new edition of the definitive guide to logistic regression modeling for health science and other applications This thoroughly expanded Third Edition provides an easily accessible introduction to the logistic regression (LR) model and highlights the power of this model by examining the relationship between a dichotomous outcome and a set of covariables. Applied Logistic Regression, Third Edition emphasizes applications in the health sciences and handpicks topics that best suit the use of modern statistical software. The book provides readers with state-of-the-art techniques for building, interpreting, and assessing the performance of LR models. New and updated features include: A chapter on the analysis of correlated outcome data A wealth of additional material for topics ranging from Bayesian methods to assessing model fit Rich data sets from real-world studies that demonstrate each method under discussion Detailed examples and interpretation of the presented results as well as exercises throughout Applied Logistic Regression, Third Edition is a must-have guide for professionals and researchers who need to model nominal or ordinal scaled outcome variables in public health, medicine, and the social sciences as well as a wide range of other fields and disciplines.

Издательство: "John Wiley&Sons Limited"

ISBN: 9781118548394

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См. также в других словарях:

  • Logistic regression — In statistics, logistic regression is a model used for prediction of the probability of occurrence of an event by fitting data to a logistic curve. It makes use of several predictor variables that may be either numerical or categorical. For… …   Wikipedia

  • Regression logistique — Régression logistique Pour les articles homonymes, voir Régression. La régression logistique est une technique statistique qui a pour objectif, à partir d’un fichier d’observations, de produire un modèle permettant de prédire les valeurs prises… …   Wikipédia en Français

  • Régression logistique — Pour les articles homonymes, voir Régression. La régression logistique ou modèle logit est un modèle de régression binomiale. Comme pour tous le modèles de régression binomiale, il s agit de modéliser l effet d un vecteur de variables aléatoires… …   Wikipédia en Français

  • Regression dilution — is a statistical phenomenon also known as attenuation . Consider fitting a straight line for the relationship of an outcome variable y to a predictor variable x, and estimating the gradient (slope) of the line. Statistical variability,… …   Wikipedia

  • Logistische Regression — Logistische Funktion Unter logistischer Regression oder Logit Modell versteht man Regressionsanalysen zur (meist multivariaten) Modellierung der Verteilung diskreter abhängiger Variablen. Wenn logistische Regressionen nicht näher als multinomiale …   Deutsch Wikipedia

  • regression — regression, regression analysis A term used originally to describe the fact that if, for example, parents and children s weights are measured, the children s weights tend to be closer to the average than are those of their parents: unusually… …   Dictionary of sociology

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