This is a study of the distribution of bond returns. We demonstrate th
e use of bootstrap procedures to provide statistical inferences on the
estimated characteristic components of the empirical distribution of
bond returns. it is found that the mixture of stable distributions hyp
othesis provides a more accurate description of the empirical distribu
tion of bond returns. The results imply that (1) the bond portfolio ap
plications studies have to consider more than mean and variance and (2
) the bond market seasonal effect studies need to incorporate tests th
at are robust to nonnormality and heteroskedasticity.