Estimation Bias in Maximum Entropy Models

Estimation Bias in Maximum Entropy Models

Maximum entropy models have become popular statistical models in neuroscience and other areas in biology and can be useful tools for obtaining estimates of mutual information in biological systems. However, maximum entropy models fit to small data sets can be subject to sampling bias; i.e., the true...

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Detaylı Bibliyografya
Asıl Yazarlar: Jakob H. Macke, Iain Murray, Peter E. Latham
Materyal Türü: Makale
Dil:English
Baskı/Yayın Bilgisi: MDPI AG 2013-08-01
Seri Bilgileri:Entropy
Konular:
maximum entropy
sampling bias
asymptotic bias
model-misspecification
neurophysiology
neural population coding
Ising model
Dichotomized Gaussian
Online Erişim:http://www.mdpi.com/1099-4300/15/8/3109

Internet

http://www.mdpi.com/1099-4300/15/8/3109

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