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WinBUGS version 1.4 code for models based on conditional dependence among pair of tests is available from http://www.epi.ucdavis.edu/diagnostictests.edu/diagnostictests
Recall that our aim is to construct PIs based on conditional quantiles as given in (2).
For this purpose, we now consider explicitly the edge weights based on conditional correlation as derived in Section 2.4.
We first consider the definition of Distance Based on Conditional Ordered List (DCOL) in two-dimensional space.
Bayesian network gives a graphical display of dependence structure based on conditional probabilities among genes.
The first model was based on conditional deletion of the p53, resulting in induction of mammary tumours after 45 weeks.
Epidemiological studies reporting associations based on conditional means may miss what is happening in some part of the study population.
Poor NEB farmers are included in the Bolsa Familia program based on conditional cash transfers.
Open image in new window Fig. 7 Results based on conditional simulation: updating every 2 h for 4 days.
The full name of each protein in the initial IRN is listed in Additional file 2. PCA-CMI, which was originally proposed by Zhang et al. for inferring GRNs from gene expression data, considers the nonlinear dependence and topological structure of GRNs by employing a path consistency algorithm (PCA) based on conditional mutual information (CMI) [ 20].
While conventional approaches to causal inference are mainly based on conditional (in dependences, recent methods also account for the shape of (conditional) distributions.
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