Estimation in spin glasses: A first step
نویسندگان
چکیده
منابع مشابه
Estimation in Spin Glasses : a First Step
The Sherrington–Kirkpatrick model of spin glasses, the Hopfield model of neural networks and the Ising spin glass are all models of binary data belonging to the one-parameter exponential family with quadratic sufficient statistic. Under bare minimal conditions, we establish the √ N-consistency of the maximum pseudolikelihood estimate of the natural parameter in this family, even at critical tem...
متن کامل6 Estimation in Spin Glasses : a First Step
The Sherrington-Kirkpatrick model of spin glasses, the Hop-field model of neural networks, and the Ising spin glass are all models of binary data belonging to the one-parameter exponential family with quadratic sufficient statistic. Under bare minimal conditions, we establish the consistency of the maximum pseudolikelihood estimate of the natural parameter in this family, even at critical tempe...
متن کاملec 2 00 6 ESTIMATION IN SPIN GLASSES : A FIRST STEP
The Sherrington-Kirkpatrick model of spin glasses, the Hopfield model of neural networks, and the Ising spin glass are all models of binary data belonging to the one-parameter exponential family with quadratic sufficient statistic. Under bare minimal conditions, we establish the √ N-consistency of the maximum pseudolikelihood estimate of the natural parameter in this family, even at critical te...
متن کاملSpin Glasses
The understanding of random magnetic systems known as spin glass has been one of the major challenges in condensed matter physics over that past two decades. Study of this state can be thought of as a rst step towards understanding more complex and disordered systems.This paper reviews some of the theoretical developmets in this eld and tries to answer the question how well are these systems un...
متن کاملSpin Glasses
An introduction and overview is given of the theory of spin glasses and its application .
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ژورنال
عنوان ژورنال: The Annals of Statistics
سال: 2007
ISSN: 0090-5364
DOI: 10.1214/009053607000000109