Additional analyses were conducted to adduce further evidence for the significance of the overall pattern, including multiple regression to calculate the proportion of common variance shared by the personality scales and the tutor ratings, and application of a recently published resampling technique [ 14] for calculating the probability of relationships between personality and behaviour.
Here's a graph showing the "estimated probability of a relationship surviving to a certain duration, for relationships lasting three months or longer".
If the correlation coefficient is nearer to +1 or −1, it shows the probability of linear relationship which is between the variables x and y.
Using a few physical chemical variables recorded continuously, the expert system is able to obtain water quality phenomena indicators, which can be associated, with a high probability of cause effect relationship, with human pressure on the water environment, such as urban discharges or diffuse agricultural pollution.
To further evaluate the probability of a relationship with SMB, the content of Q (secondary metabolism) genes in the euKaryotic Orthologous Groups (KOG) functional category was analyzed.
We summarize the "weight" given to each dataset during Bayesian integration by calculating its overall influence on the posterior probability of functional relationship.
Specifically, the predicted enrichment for process F in dataset D was calculated as the weighted sum of the difference in posterior probability of functional relationship induced in F's classifier by evidence from each possible value of D: (6) For example, suppose the prior probability of functional relationship in the ribosome biogenesis process is 2% (P rb [FR]=0.02).
This defines the predicted probability of functional relationship between genes as a weight: (3) That is, the weight between genes g i and g j in function-specific network F is proportional to (using Bayes rule) the product over all datasets D of D's probability of experimental value d(g i, g j ) for the two genes.
That study validated the probability of death relationship between BD and GCS, but it also showed that additional improvement in the sensitivity/specificity receiver operating characteristic (ROC) curve (ROC = 0.904, with greatest sensitivity and specificity of 82.3% and 83.0%, respectively) could be obtained by the addition of prothrombin time, age, and ISS to the equation.
