  To segment a sequence of independent random variables at an unknown number of
change-points, we introduce new procedures that are based on thresholding the
likelihood ratio statistic. We also study confidence regions based on the
likelihood ratio statistic for the change-points and joint confidence regions
for the change-points and the parameter values. Applications to segment array
CGH data are discussed.
