However, in outcome prediction research we are interested in the estimates of a combination of predictive factors, which makes it possible to calculate absolute risks or probabilities to predict an outcome in individuals [ 82].
Based on the observations of FDR significant covariances between traits in 0.52% of our bivariate analyses and in 21% of multivariate analyses, we implemented probability calculations to predict a range of values for the number of traits affected by a single putative pleiotropic mutation.
HMMs use the known 'emission' probabilities of an observed variable to predict a 'hidden' variable with defined 'transition' probabilities to and from all possible states of that hidden variable.
The O/E ratio was calculated using logistic regression to predict a probability of CD (i.e., the expected outcome) for each woman.
We constructed a probability model that we used to predict a set of target genes with a high likelihood of successfully receiving a protein trap insertion.
Risk-adjustment involves measuring patient characteristics that are known to predict mortality and then using these to predict a probability of death for each patient treated by the emergency care system.
To calculate odds, we must have an idea of all possible outcomes in order to determine frequency at which they occur Using this frequency we are then able to predict a probability for the specific outcome of say, a game of football This is essential in the world of sports betting and this assigning of probability to the event is known as handicapping.
A marked improvement is achieved when two or more biomarkers are measured in order to predict a disease probability based on multiple observations.
Given a query PDZ sequence, the regression coefficients obtained by solving these problems could be used to predict a "pseudo" probability for each amino acid at each ligand position.
Our results suggest it is possible to predict a higher probability of incoming food being accepted (i.e. faster nectar distribution among hive mates), when odor cues are present in the food.
