This paper presents a model encompassing the Markov switching model an
d the model based on a volatility-level link. This encompassing model
allows to test these competing classes of volatility models against ea
ch other. If is found that both classes capture essential but differen
t features of the interest rate volatility process. A volatility model
incorporating both features, i.e., regime switches and level links, c
learly outperforms both alternatives. The consequences of this finding
, both for volatility prediction and for the selection of the more app
ropriate theoretical (continuous time) interest rate model, are discus
sed.