RT info:eu-repo/semantics/conferenceObject
T1 Detection of rhythmic signals in Oscillatory Systems using order Restricted Inference
A1 Larriba González, Yolanda
A1 Rueda Sabater, María Cristina
A1 Fernández Temprano, Miguel Alejandro
A1 Peddada, Shyamal
AB The determination of rhythmic signals in oscillatory systems, such as cell cycle or circadian clock, is essential for biologists to know which genesare associated to the system. While there are several procedures available for this task in the literature, none of them is satisfactory enough. One ofthe reasons for this is the absence of a good definition of rhythmic signal. We propose a new definition of rhythmic signal using order restrictionsand taking into account the needs of the biologists, and an algorithm based on order restricted inference and conditional tests to detect and classifythe signals in different groups. We test the algorithm in simulations and with real databases from circadian clock, and compare it with the mostusual methods available showing its good performance.
YR 2016
FD 2016
LK http://uvadoc.uva.es/handle/10324/22935
UL http://uvadoc.uva.es/handle/10324/22935
LA eng
DS UVaDOC
RD 18-nov-2024