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Applications of regression models in epidemiology / Erick Suárez, Cynthia M. Pérez, Roberto Rivera, and Melissa N. Martínez.

Contributor(s): Material type: TextTextPublisher: Hoboken, New Jersey : Wiley, 2017Description: 1 online resourceContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9781119212515
  • 1119212510
Subject(s): Genre/Form: DDC classification:
  • 614.4072/7 23
LOC classification:
  • RA652.2.M3
Online resources:
Contents:
Basic Concepts for Statistical Modeling -- Introduction to Simple Linear Regression Models -- Matrix Representation of the Linear Regression Model -- Evaluation of Partial Tests of Hypotheses in a MLRM -- Selection of Variables in a Multiple Linear Regression Model -- Correlation Analysis -- Strategies for Assessing the Adequacy of the Linear Regression Model -- Weighted Least-Squares Linear Regression -- Generalized Linear Models -- Poisson Regression Models for Cohort Studies -- Logistic Regression in Case-Control Studies -- Regression Models in a Cross-Sectional Study -- Solutions to Practice Exercises.
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Basic Concepts for Statistical Modeling -- Introduction to Simple Linear Regression Models -- Matrix Representation of the Linear Regression Model -- Evaluation of Partial Tests of Hypotheses in a MLRM -- Selection of Variables in a Multiple Linear Regression Model -- Correlation Analysis -- Strategies for Assessing the Adequacy of the Linear Regression Model -- Weighted Least-Squares Linear Regression -- Generalized Linear Models -- Poisson Regression Models for Cohort Studies -- Logistic Regression in Case-Control Studies -- Regression Models in a Cross-Sectional Study -- Solutions to Practice Exercises.

Includes bibliographical references and index.

Online resource; title from PDF title page (John Wiley, viewed February 15, 2017).

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