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 ...

A method of estimating linear model dimension and variable selection is proposed. This new criterion, which generalizes the C p criterion, the Akaike information criterion (AIC), the Bayes information ...