Applied multiple regression/correlation analysis for the behavioral sciences /

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Detalles Bibliográficos
Otros Autores: Cohen, Jacob, 1923-, Cohen, Patricia, West, Stephen G., Aiken, Leona S.
Formato: Software Libro
Lenguaje:English
Publicado: Mahwah, N.J. ; London : L. Erlbaum Associates, 2003.
Edición:3rd ed.
Materias:
Análisis de regresión
Correlación (Estadística)
Ciencias sociales > Métodos estadísticos.
Acceso en línea:Publisher description
Tabla de Contenidos:
  • Introduction
  • Bivariate correlation and regression
  • Multiple regression/correlation with two or more independent variables
  • Data visualization, exploration, and assumption checking: diagnosing and solving regression problems I
  • Data-analytic strategies using multiple regression/correlation
  • Quantitative scales, curvilinear relationships, and transformations
  • Interactions among continuous variables
  • Categorical or nominal independent variables
  • Interactions with categorical variables
  • Outliers and multicollinearity: diagnosing and solving regression problems II
  • Missing data
  • Multiple regression/correlation and causal models
  • Alternative regression models: logistic, Poisson regression, and the generalized linear model
  • Random coefficient regression and multilevel models
  • Longitudinal regression methods
  • Multiple dependent variables: set correlation.

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