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Universitat Autònoma de Barcelona
Servicio de Estadística Aplicada [SEA]

Bibliografía

La bibliografía presentada a continuación es una pequeña recopilación de libros o artículos que el Servei d'Estadística Aplicada considera interesantes y útiles para conocer cada una de las técnicas estadísticas.

GENERAL

  • Snedecor, G. W. and Cochran, W. G. (1989)
    Statistical Methods - The Iowa State University Press
  • Steel, R. and Torrie, J. H. (1976)
    Introduction to Statistics - McGraw-Hill
  • Steel, R. and Torrie, J. H. (1985)
    Bioestadística: principios y procedimientos - McGraw-Hill

ANÁLISIS DE LA VARIANCIA

  • Box, P., Hunter and W., Hunter, J (1988)
    Estadística para investigadores. Introducción al diseño de experimentos, análisis de datos y construcción de modelos - Barcelona:Editorial Reverté.
  • Cochran, W.G. and Cox, G.M. (1957)
    Experimental Designs - second. ed, New York: John Wiley & Sons, Inc.
  • Fisher, R.A. (1925)
    Statistical Methods for Research Workers - Edinburgh: Oliver & Boyd.
  • Snedecor, G.W. and Cochran, W.G. (1980)
    Statistical Methods - seventh ed, IA: Iowa State University Press.

MODELOS PARA DATOS CATEGÓRICOS

  • Agresti, A. (1990)
    Categorical Data Analysis - New York: John Wiley & Sons, Inc.
  • Andersen, P.K. and Borgan, O. (2000)
    Statistical Models BAsed on Counting Processes - Springer-Verlag New York, Inc.
  • Cox, D.R. and Snell, E.J. (1989)
    The Analysis of Binary Data - second ed, London: Chapman and Hall.

MODELOS DE REGRESIÓN

  • Amemiya, T. (1985)
    Advanced Econometrics - Oxford Basil Blackwell
  • Draper, N. and Smith, H. (1981)
    Applied Regression Analysis - second ed, New York: John Wiley & Sons, Inc.
  • Jobson, J.D. (1991)
    Applied Multivariate Data Analysis (Volume I: Regression and Experimental Design) - Springer-Verlag New York, Inc.
  • Rao, C.R. (1973)
    Linear Statistical Inference and Its Applications - second ed, New York: John Wiley & Sons, Inc.

REGRESIÓN LOGÍSTICA

  • Agresti, A. (1984)
    Analysis of Ordinal Categorical Data - New York: John Wiley & Sons, Inc.
  • Christensen, R. (1990)
    Log-Linear Models - Springer-Verlag New York, Inc.
  • Hosmer, D.W, Jr and Lemeshow, S. (1989)
    Applied Logistic Regression - John Wiley & Sons, Inc.

MODELOS LINEALES GENERALIZADOS

  • McCullagh, P. and Nelder, J.A. (1989)
    Generalized Linear Models - London: Chapman and Hall.
  • Rao, C.R. (1973)
    Linear Statistical Inference and Its Applications - New York: John Wiley & Sons, Inc.

ANÁLISIS MULTIVARIANTE

  • Escofier, B. and Pagès, J. (1988)
    Análisis factoriales simples y múltiples: obejtivos, métodos e interpretación - Servicio editorial de la Universidad del País Vasco.
  • Greenacre, M.J. (1984)
    Theory and Applications of Correspondence Analysis - London: Academic Press.
  • Lebart, L., Morineau, A. and Warwick, K.M. (1984)
    Multivariate Descriptive Statistical Analysis: Correspondence Analysis and Related Techniques for Large Matrices - New York: John Wiley & Sons, Inc.

ANÁLISIS DISCRIMINANTE

  • Hand, D.J. (1981)
    Discrimination and Classification - New York: John Wiley & Sons, Inc.
  • Lachenbruch, P.A. (1975)
    Discriminant Analysis - New York: Hafner.

ANÁLISIS POR CONGLOMERADOS

  • Duran, B.S. and Odell, P.L. (1974)
    Cluster Analysis - New York: Springer-Verlag.
  • Everitt, B.S. (1980)
    Cluster Analysis - second ed, London: Heineman Educational Books Ltd.
  • Hartigan, J.A. (1975)
    Clustering Algorithms - New York: John Wiley & Sons, Inc.

ANÁLISIS DE SUPERVIVENCIA

  • Collet, D. (1994)
    Modelling survival data in medical research - Chapman & Hall.
  • Cox, D.R. and Oakes, D. (1984)
    Analysis of Survival Data - London: Chapman and Hall.
  • Kalbfleisch, J.D. and Prentice, R.L. (1980)
    The Statistical Analysis of Failure Time Data - New York: John Wiley & Sons, Inc.
  • Klein, J. and Moeschberger, M. (1997)
    Survival Analysis: Techniques for censored and truncated data - New York: Springer
  • Lawless, J.E. (1982)
    Statistical Models and Methods for Lifetime Data - New York: John Wiley & Sons, Inc.

MOSTREO ESTADÍSTICO

  • Kish, L. (1965)
    Survey Sampling - New York: John Wiley & Sons, Inc.
  • Wolter, K. M. (1985)
    Introduction to Variance Estimation - New York: Springer-Verlag Inc.

ANÁLISIS NO PARAMÉTRICO

  • Conover, W.J. (1980)
    Practical Nonparametric Statistics - second ed, New York: John Wiley & Sons, Inc.
  • Hollander, M. and Wolfe, D.A. (1973)
    Nonparametric Statistical Methods - New York: John Wiley & Sons, Inc.

ECUACIONES ESTRUCTURALES

  • Bollen, K.A. (1989)
    Structural Equations with Latent Variables - New York: John Wiley & Sons, Inc.
  • Wiley, D.E. (1973)
    The Identification Problem for Structural Equation Models with Unmeasured Variables in Goldberger A.S. and Duncan, O.D. eds. Tructural Equation Models in the Social Sciences - New York: Academic Press.

SERIES TEMPORALES

  • Fuller, W.A. (1976)
    Introduction to Statistical Time Series - New York: John Wiley & Sons, Inc.

MODELOS MIXTOS

  • Hartley, H.O. and Rao, J.N. (1967)
    Maximum-Likelihood Estimation for the Mixed Analysis of Variance Model - Biometrika, 54, pp. 93 -108.
  • Littell, R.C., Milliken, G.A., Stroup, W.W., and Wolfinger, R.D. (1996)
    SAS System for Mixed Models - Cary, NC: SAS Institute Inc.
  • Verbeke, G. and Molenberghs, G. (1997)
    Linear Mixed Models in Practice: A SAS-Oriented Approach - New York: Springer.

BOOTSTRAP

  • Good, P. (2000)
    Permutation Tests: A practical guide to resampling methods for testing hypotheses - Springer Verlag New York, Inc.

DATA MINING

  • Hastie, T. and Tibshirani, R. (2001)
    The Elements of Statistical Learning: data mining, inference and prediction - Springer-Verlag New York, Inc.