To determine the degrees of the contribution of the various physical properties of the fabrics to their crease recovery, correlations between the 16 physical properties and crease recovery were experimentally analyzed on the 165 worsted sample fabrics by the KES-F System and the Monsanto crease recovery tester. Step-Wise Regression and Correlation Analyses were used to examine correlations between crease recovery and these physical properties. The regression formula was derived to estimate crease recovery from the given physical properties. Correlation coefficients between the estimates obtained by the formula and the experimental results were calculated. And the degrees of the contribution of the 16 physical properties to crease recovery were classified.