This list is only for myself. :)
-Bob
J. Whittaker. Graphical Models in Applied Mathematical Multivariate Statistics. John Wiley & Sons, 1990.
Steffen L. Lauritzen. Graphical Models. Clarendon Press, London, 1996.
L. W. Beineke and R. J. Wilson. Graph Connection: Relationships Between Graph Theory and Other Areas of Mathematics. Clarendon Press, London, 1997.
G. Hinton and T. J. Sejnowski. Unsupervised Learning: Foundations of Neural Computation. The MIT Press, 1999.
M. I. Jordan and T. J. Sejnowski. Graphical Models: Foundations of Neural Computation. The MIT Press, 2001.
S. N. Lahiri. Resampling Methods for Dependent Data. Springer 2003.
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