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Some Problems in Stochastic Dynamics and Statistical Analysis of Single-cell Biology of Cancer

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서명/저자사항Some Problems in Stochastic Dynamics and Statistical Analysis of Single-cell Biology of Cancer.
개인저자Wang, Yue.
단체저자명University of Washington. Applied Mathematics.
발행사항[S.l.]: University of Washington., 2018.
발행사항Ann Arbor: ProQuest Dissertations & Theses, 2018.
형태사항168 p.
기본자료 저록Dissertation Abstracts International 79-12B(E).
Dissertation Abstract International
ISBN9780438175174
학위논문주기Thesis (Ph.D.)--University of Washington, 2018.
일반주기 Source: Dissertation Abstracts International, Volume: 79-12(E), Section: B.
Adviser: Hong Qian.
요약With the development of experimental apparatus and data processing softwares, one now has easy access to cancer related data on a single cell, its genome and/or molecular compositions. At this level of description, stochasticity is a significant
요약In the first part, we study the cancer cell growth data with statistics, and build stochastic models to show that there exists multiple phenotypes in seemingly homogeneous cells. In the second part, we use branching processes to explain the phen
일반주제명Applied mathematics.
Biology.
Statistics.
언어영어
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