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Computation, causation, and discovery

editado por Clark Glymour and Gregory F. Cooper.

Menlo Park, Calif. : AAAI Press ; Cambridge, Mass. : MIT Press, ©1999.

xv, 552 págs. ; 23 cm.

ISBN: 0262571242 (pbk. : alk. paper)

Título de cubierta: Computation, causation & discovery

Incluye referencias bibliográficas e índice.

Contenido

  • An overview of the representation and discovery of causal relationships using bayesian networks / Cooper, Gregory Floyd
  • Prediction and experimental design with graphical causal model / Spirtes, Peter ... [et al.]
  • Graphs, structural models, and causality / Pearl, Judea
  • A bayesian approach to causal discovery / Heckerman, David - Meek, Christopher - Cooper, Gregory Floyd
  • Truth is among the best explanations: finding causal explanations of condicional Independence and dependence / Scheines, Richard ... [et al.]
  • An algorithm for causal inference in the presence of latent variable and selection bias / Spirtes, Peter - Meek, Christopher - Richardson, Thomas
  • Automated discovery of linear feedback models / Richardson, Thomas - Spirtes, Peter
  • On the impossibility of inferring causation from association without background knowledge / Robins, James M. - Wasserman, Larry, 1959-
  • On the impossibility of inferring causation from association without background knowledge / Glymour, Clark N. - Spirtes, Peter - Richardson, Thomas
  • Rejoinder to Glymour, Spirtes, and Richardson / Robins, James M. - Wasserman, Larry, 1959-
  • Response to Rejoinder / Glymour, Clark N. - Spirtes, Peter - Richardson, Thomas
  • Testing and estimation of direct effects by reparameterizing directed acyclic graphs with structural nested models / Robins, James M.
  • A clinician' s tool for analysing noncompliance / Chickering, David Maxwell - Pearl, Judea
  • Estimating latent influences : TETRAD II model selection and bayesian parameter estimation / Sheines, Richard
  • Exploring hypothesis space: examples from organismal biology / Shipley, William, 1921-2011
  • In-flight calibration of satellite ion composition data using artificial intelligence methods / Waldemark, Joakim - Norqvist, Patrick
  • Causal modeling of spectral data: a new tool to study nonlinear processes / Liszka, Ludwik, 1935-
  • Modeling corn exports and exchange rates with directed graphs and statistical loss functions / Akleman, Derya G. - Bessler, David A. - Burton, Diana M.
  • Causal inferences from databases: why universities lose students / Druzdzel, Marek J. - Glymour, Clark N.
 
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