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Conditional probability and correlation coefficient estimators for a first order Bernoulli process

Conditional probability and correlation coefficient estimators for a first order Bernoulli process,10.1109/SSP.2011.5967805,Peter J. Sherman

Conditional probability and correlation coefficient estimators for a first order Bernoulli process  
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This work is concerned with estimation of parameters associated with a correlated binary state Markov chain, also known as a type of spike train process. The variance expressions for the natural estimators of the process mean, joint and conditional probabilities, and correlation coefficient are given. These estimators are shown to be maximum likelihood estimators.
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