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Your search keyword '"Stationary distribution"' showing total 1 results
Start Over Descriptor "Stationary distribution" Topic constructive Publication Year Range Last 3 years Language english Publisher society for industrial & applied mathematics

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1 results on '"Stationary distribution"'

1. STATIONARITY AND INFERENCE IN MULTISTATE PROMOTER MODELS OF STOCHASTIC GENE EXPRESSION VIA STICK-BREAKING MEASURES.

Author

LIPPITT, WILLIAM, SETHURAMAN, SUNDER, and XUEYING TANG

Subjects
*MESSENGER RNA, *STOCHASTIC models, *GENE expression
Abstract

In a general stochastic multistate promoter model of dynamic messenger ribonucleic acid (mRNA)/protein interactions, we identify the stationary joint distribution of the promoter state, mRNA, and protein levels through an explicit "stick-breaking" construction perhaps of interest in itself. This derivation is a constructive advance over previous work where the stationary distribution is solved only in restricted cases. Moreover, the stick-breaking construction allows us to sample directly from the stationary distribution, permitting inference procedures and model selection. In this context, we discuss numerical Bayesian experiments to illustrate the results. [ABSTRACT FROM AUTHOR]

Published
2022
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