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The model is used to investigate the process of monoclonal conversion under two hypotheses concerning stem cell behavior.
We performed simulations under two hypotheses: a large overall treatment effect and a small overall treatment effect.
In this section, we reformulate the speech enhancement as a Bayesian decision and estimation problem under two hypotheses with the framework of statistical decision theory [17, 18].
for is same as given by (13) and (14) under two hypotheses where now,, and with and are given by (28) and (33), respectively.
Based on energy detection, the decision statistics under two hypotheses can be represented as (lleft (textbf {a} right)=TDelta f|widehat {S_{r} (t,f)}|^{2}).
Using the Lindeberg-Feller central limit theorem for independent random variables under certain regularity conditions (see Appendix D) [24], it can be shown that is distributed under two hypotheses as (17).
Similar(48)
After estimating the censored observations under the two hypotheses, the values of the received observations and the estimated observations under both hypotheses are plugged into a regular LRT at the fusion center, so.
The deflection coefficient is a measure of the separation between the two probability density functions under the two hypotheses.
We consider the statistical distributions of the map maximum peak under the two hypotheses, that is, and, respectively.
The received signals at the fusion center under the two hypotheses at time for are given by (13).
For a composite hypothesis-testing problem, the generalized likelihood ratio test uses the probability density function (pdf) of the state of nature with the highest posterior probability based on the observations under the two hypotheses in the final likelihood ratio.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com