From the remaining variables, shortlist independent variables (maximum ten variables) for the prediction of your dependent variable.

Annexure 2: Variables and their categories \begin{tabular}{|l|l|l|} \hline \multirow{2}{*}{ ownver } & 0 & No \\ \cline { 2 - 3 } & 1 & Yes \\ \hline \multirow{2}{*}{ owndvd } & 0 & No \\ \cline { 2 - 3 } & 1 & Yes \\ \hline owncd & 0 & No \\ \cline { 2 - 3 } & 1 & Yes \\ \hline ownpda & 0 & No \\ \cline { 2 - 3 } & 1 & Yes \\ \hline ownpc & 0 & No \\ \cline { 2 - 3 } & 1 & Yes \\ \hline ownipod & 0 & No \\ \hline owngame & 1 & Yes \\ \hline ownfax & 0 & No \\ \hline & 1 & Yes \\ \hline news & 0 & No \\ \hline \end{tabular}