Matches in SemOpenAlex for { <https://semopenalex.org/work/W2499863669> ?p ?o ?g. }
- W2499863669 abstract "Mathematical mechanistic modelling can be a useful tool to understand the dynamics of biological systems. However, due to the nested uncertainties and limited and noisy data, it is hard to develop good models. Bayesian statistics handles these difficulties naturally, but it introduces a new, computational problem: calculating high dimensional posterior probabilities and marginal likelihoods. In the context of dynamical models, several numerical approximation methods have previously been used. In this Master thesis, after evaluating & selecting the most powerful of these methods a specific variant of MCMC sampling it is applied to the study of yeast cell cycle control. Using Bayes factors to select between models, it was possible to evaluate different hypotheses regarding a negative feedback cycle in yeast cell cycle control. Stretching this approach further by integrating diverse datasets reveals that approximation methods which can more efficiently explore rugged and high-dimensional probability distributions are needed." @default.
- W2499863669 created "2016-08-23" @default.
- W2499863669 creator A5056917101 @default.
- W2499863669 date "2012-01-01" @default.
- W2499863669 modified "2023-09-23" @default.
- W2499863669 title "Inferring the dynamics of yeast cell cycle control using Bayesian statistics" @default.
- W2499863669 cites W1490324987 @default.
- W2499863669 cites W1521092337 @default.
- W2499863669 cites W1545319692 @default.
- W2499863669 cites W1565709818 @default.
- W2499863669 cites W1915490970 @default.
- W2499863669 cites W1960875042 @default.
- W2499863669 cites W1963553558 @default.
- W2499863669 cites W1967809830 @default.
- W2499863669 cites W1984791514 @default.
- W2499863669 cites W1987761146 @default.
- W2499863669 cites W1995780830 @default.
- W2499863669 cites W1996195324 @default.
- W2499863669 cites W1997098651 @default.
- W2499863669 cites W2000186700 @default.
- W2499863669 cites W2013947447 @default.
- W2499863669 cites W2019127386 @default.
- W2499863669 cites W2030877568 @default.
- W2499863669 cites W2032916024 @default.
- W2499863669 cites W2033228162 @default.
- W2499863669 cites W2045656233 @default.
- W2499863669 cites W2047978125 @default.
- W2499863669 cites W2051959027 @default.
- W2499863669 cites W2052553543 @default.
- W2499863669 cites W2056760934 @default.
- W2499863669 cites W2059447468 @default.
- W2499863669 cites W2059448777 @default.
- W2499863669 cites W2062319807 @default.
- W2499863669 cites W2069076431 @default.
- W2499863669 cites W2069739265 @default.
- W2499863669 cites W2069941324 @default.
- W2499863669 cites W2078206056 @default.
- W2499863669 cites W2088127501 @default.
- W2499863669 cites W2092229602 @default.
- W2499863669 cites W2092737589 @default.
- W2499863669 cites W2093264555 @default.
- W2499863669 cites W2102862543 @default.
- W2499863669 cites W2103014023 @default.
- W2499863669 cites W2103453943 @default.
- W2499863669 cites W2106706098 @default.
- W2499863669 cites W2107332774 @default.
- W2499863669 cites W2112794562 @default.
- W2499863669 cites W2113681399 @default.
- W2499863669 cites W2117238111 @default.
- W2499863669 cites W2123712380 @default.
- W2499863669 cites W2126351705 @default.
- W2499863669 cites W2126817055 @default.
- W2499863669 cites W2129178024 @default.
- W2499863669 cites W2129260097 @default.
- W2499863669 cites W2135459617 @default.
- W2499863669 cites W2138309709 @default.
- W2499863669 cites W2142460132 @default.
- W2499863669 cites W2144144709 @default.
- W2499863669 cites W2147357149 @default.
- W2499863669 cites W2148534890 @default.
- W2499863669 cites W2150750144 @default.
- W2499863669 cites W2150767223 @default.
- W2499863669 cites W2152246075 @default.
- W2499863669 cites W2153568634 @default.
- W2499863669 cites W2164943005 @default.
- W2499863669 cites W2166215379 @default.
- W2499863669 cites W2167030304 @default.
- W2499863669 cites W2167947407 @default.
- W2499863669 cites W2169020257 @default.
- W2499863669 cites W2169264416 @default.
- W2499863669 cites W2171507368 @default.
- W2499863669 cites W2314359380 @default.
- W2499863669 cites W2483364803 @default.
- W2499863669 cites W2506790370 @default.
- W2499863669 cites W3140968660 @default.
- W2499863669 cites W614669698 @default.
- W2499863669 cites W621546036 @default.
- W2499863669 cites W2133636765 @default.
- W2499863669 cites W2170778160 @default.
- W2499863669 doi "https://doi.org/10.3929/ethz-a-007554487" @default.
- W2499863669 hasPublicationYear "2012" @default.
- W2499863669 type Work @default.
- W2499863669 sameAs 2499863669 @default.
- W2499863669 citedByCount "0" @default.
- W2499863669 crossrefType "dissertation" @default.
- W2499863669 hasAuthorship W2499863669A5056917101 @default.
- W2499863669 hasConcept C105795698 @default.
- W2499863669 hasConcept C106131492 @default.
- W2499863669 hasConcept C107673813 @default.
- W2499863669 hasConcept C111350023 @default.
- W2499863669 hasConcept C119857082 @default.
- W2499863669 hasConcept C140779682 @default.
- W2499863669 hasConcept C142291917 @default.
- W2499863669 hasConcept C151730666 @default.
- W2499863669 hasConcept C154945302 @default.
- W2499863669 hasConcept C19499675 @default.
- W2499863669 hasConcept C207201462 @default.
- W2499863669 hasConcept C2779343474 @default.
- W2499863669 hasConcept C31972630 @default.
- W2499863669 hasConcept C33923547 @default.