Sökning: WFRF:(Bartoszek Krzysztof 1984) >
Performance of pseu...
Performance of pseudo-likelihood estimator in modelling cells' proliferation with noisy measurements
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- Bartoszek, Krzysztof, 1984- (författare)
- Mathematical Sciences, Chalmers University of Technology and the University of Gothenburg
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- Stokowska, Anna (författare)
- University of Gothenburg
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(creator_code:org_t)
- 2010
- 2010
- Engelska.
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Ingår i: Conference materials XII International Workshop for Young Mathematicians. ; , s. 21-42, s. 21-42
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Abstract
Ämnesord
Stäng
- Branching processes are widely used to describe cell development and proliferation. Currently parameter estimation is studied in mathematical models describing the dynamics of cell cultures where we can get very accurate measurements of cell counts. In vivo samples we will not have this accuracy, here the noise levels can be very significant. We will study a newly proposed pseudo-likelihood estimator of a multitype Bellman-Harris process modelling cell development and see how it performs under noisy measurements of cell counts.
Ämnesord
- NATURVETENSKAP -- Matematik -- Sannolikhetsteori och statistik (hsv//swe)
- NATURAL SCIENCES -- Mathematics -- Probability Theory and Statistics (hsv//eng)
- MEDICIN OCH HÄLSOVETENSKAP -- Medicinska och farmaceutiska grundvetenskaper -- Neurovetenskaper (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Basic Medicine -- Neurosciences (hsv//eng)
Nyckelord
- Statistics
- Statistik
- Neurology
- Neurologi
Publikations- och innehållstyp
- vet (ämneskategori)
- kon (ämneskategori)