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On two methods for the parameter estimation problem with spatio-temporal frap data

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60076658%3A12520%2F15%3A43888588" target="_blank" >RIV/60076658:12520/15:43888588 - isvavai.cz</a>

  • Alternative codes found

    RIV/67985807:_____/15:00444130

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    On two methods for the parameter estimation problem with spatio-temporal frap data

  • Original language description

    FRAP (Fluorescence Recovery After Photobleaching) is a measurement technique for determination of the mobility of fluorescent molecules (presumably due to the diffusion process) within the living cells. While the experimental setnp and protocol are usually fixed, the method used for the model parameter estimat ion, i.e. the data processing step, is not well established. In order to enhance the quantitative analysis of experimental ( noisy) FRAP data, we !irstly formulate the inverse problem of model parameter estimation and then we focus on how the different methods of data preprocessing influence the confidence interval of the estimated paramet ers, namely the diffusion constant p. Finally, we present a preliminary study of two methods for the computation of a least-squares estimate p and its confidence interval.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    BB - Applied statistics, operational research

  • OECD FORD branch

Result continuities

  • Project

    Result was created during the realization of more than one project. More information in the Projects tab.

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2015

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Programs and Algorithms of Numerical Matematisc

  • ISBN

    978-80-85823-64-6

  • ISSN

  • e-ISSN

  • Number of pages

    6

  • Pages from-to

    163-168

  • Publisher name

    Matematický ústav AV ČR

  • Place of publication

    Praha

  • Event location

    Dolní Maxov

  • Event date

    Jun 8, 2014

  • Type of event by nationality

    EUR - Evropská akce

  • UT code for WoS article