The current example employs only the local model of differential privacy (i.e., on the raw age data). We can extend it slightly to apply it to a contingency table, as in the central model. We can also ...

In a situation in which the observations are frequencies in a multi-way contingency table such that the observations are supposed to be independent and it is only the total number that is supposed to ...

Assuming a multinomial sampling model, prior distributions are developed which can accept prior information about symmetry and independence in a two-way contingency table. Bayesian estimates for the ...

6.2. Creating a contingency table Pandas has a very simple contingency table feature. Below, I specify the two variables of interest (Gender and Manager) and set margins=True so I get marginal totals ...

This paper demonstrates two application examples of probabilistic risk assessment (PRA) in power system operations. In the first example, a risk based method is proposed to take the uncertainty of ...

creates a two-way contingency table using existing cell counts sorts the data in descending order so that the first table cell contains the frequency of positive exposure and positive response ...