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The Change-Point Problems,with the problem of joint estimation of a “smooth” parameter and an instant of jump. Then we describe the asymptotics of estimators in the so-called chess-field problem (including two-level intensity functions) and finally consider a problem of parametric curve estimation, when this curve is a boundary of discontinuity of intensity function.