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Analyzing time-course microarray data using functional data analysis - a review
(Statistical Applications in Genetics and Molecular Biology, 2011-05)
Gene expression over time can be viewed as a continuous process and therefore represented as
a continuous curve or function. Functional data analysis (FDA) is a statistical methodology used
to analyze functional data ...
Computational Selection of Transcriptomics Experiments Improves Guilt-by-Association Analyses
(PLos ONE, 2012-08-07)
The Guilt-by-Association (GBA) principle, according to which genes with similar expression profiles are functionally associated, is widely applied for functional analyses using large heterogeneous collections of transcriptomics ...
Bayesian Model Specification: Some problems related to model choice and calibration
(2011)
In the development of Bayesian model specification for inference and prediction we
focus on the conditional distributions p([theta],[beta]) and p(D[theta],[beta]), with data D and background
assumptions [beta], and ...
Quantifying the Price of Uncertainty in Bayesian Models
(2013)
During the exploratory phase of a typical statistical analysis it is natural to look at the
data in order to narrow down the scope of the subsequent steps, mainly by selecting a set
of families of candidate models ...
Bioassays with natural mortality: handling overdispersion using random effects
(2011)
In fitting dose-response models to entomological data it is often necessary to take account of natural mortality and/or overdispersion. The standard approach to handle natural mortality is to use Abbott's formula (Abbott, ...
Bioassay models with natural mortality and random effects
(2011)
In fitting dose-response models to entomological data it is often necessary to take account of natural mortality and/or overdispersion. The standard approach to handle natural mortality is to use Abbott¿s formula. Standard ...
Analysis of an Observational Study
(2011)
The study presented below aimed to compare survival of colorectal
cancer patients against survival of a sub-population with a secondary disease,
in
ammatory bowel disease (IBD).
The data were taken from a observational ...
Analysis of an Observational Studies - An Example Using Data from the Irish Cancer Registry
(2011)
The study presented below aimed to compare survival of colorectal
cancer patients against survival of a sub-population with a secondary disease,
in
ammatory bowel disease (IBD).
The data were taken from a observational ...