In epidemiological studies using linear regression, it is often necessary for reasons of economy or unavailability of data to use as the independent variable not the variable ideally demanded by the ...

In the linear regression model when the design matrix X is a function of a set of unknowns ρ, a marginal likelihood is derived for making inferences about ρ. Several special cases are considered and a ...