Quoted from the last paragraph on page 39 (red color emphasis, mine):
"The lack of quality linear correlations between rolling
resistances and the basic parameters investigated suggested
that if the researcher is investigating manufacturer/tire design
differences within a tire size, other more complex aspects of
the tire will need to be considered."