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Inference in Ising models
Published on Mar 07, 20161481 Views
The Ising spin glass is a one-parameter exponential family model for binary data with quadratic sufficient statistic. In this paper, we show that given a single realization from this model, the maximu
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Chapter list
Inference in ising models00:00
The ising model00:12
The problem00:50
Consistency of the MPLE01:45
Consistency of the MPLE: our results02:20
Numerical examples03:46
When consistent estimation is impossible?04:18
Example: Erdos-Renyi Graphs05:51
US presidential elections data06:24
Thank you06:41