Random fields and their geometry

Random fields and geometry

✍ R. J. Adler, Jonathan E. Taylor 📂 Library 📅 2007 🏛 Springer 🌐 English ⚖ 2 MB

This monograph is devoted to a completely new approach to geometric problems arising in the study of random fields. The groundbreaking material in Part III, for which the background is carefully prepared in Parts I and II, is of both theoretical and practical importance, and striking in the way in w

Geometry of random fields

✍ Adler R.J. 📂 Library 📅 1981 🏛 Wiley 🌐 English ⚖ 2 MB

The geometry of random fields

✍ Robert J. Adler 📂 Library 📅 1981 🏛 John Wiley & Sons Inc 🌐 English ⚖ 3 MB

Originally published in 1981, The Geometry of Random Fields remains an important text for its coverage and exposition of the theory of both smooth and nonsmooth random fields; closed form expressions for various geometric characteristics of the excursion sets of smooth, stationary, Gaussian random f

The geometry of random fields

✍ Robert J. Adler 📂 Library 📅 1981 🏛 John Wiley & Sons Inc 🌐 English ⚖ 3 MB

Originally published in 1981, The Geometry of Random Fields remains an important text for its coverage and exposition of the theory of both smooth and nonsmooth random fields; closed form expressions for various geometric characteristics of the excursion sets of smooth, stationary, Gaussian random f

The geometry of random fields

✍ Robert J. Adler 📂 Library 📅 1981 🏛 John Wiley & Sons Inc 🌐 English ⚖ 3 MB

This book deals primarily with the sample function behaviour of Gaussian, and related, random fields; i.e. stochastic processes whose arguments vary in a continuous fashion over some subset of N-dimensional Euclidean space. The problems that arise in describing this behaviour in the multiparameter s

Markov Random Fields and Their Applicati

Markov Random Fields and Their Applications

✍ Ross Kindermann 📂 Library 📅 1980 🏛 American Mathematical Society 🌐 English ⚖ 927 KB

The study of Markov random fields has brought exciting new problems to probability theory which are being developed in parallel with basic investigation in other disciplines, most notably physics. The mathematical and physical literature is often quite technical. This book aims at a more gentle intr