  We study mixtures of decomposable graphical models, focusing on their ideals
and dimensions. For mixtures of clique stars, we characterize the ideals in
terms of ideals of mixtures of independence models. We also give a recursive
formula for their ML degrees. Finally, we prove that second secant varieties of
all other decomposable graphical models have the expected dimension.
