Curve Fit is an ArcMap tool

Curve Fit is an ArcMap 10.1 (10.2 forthcoming) tool that: performs pixel level regression analysis on a series of raster datasets is capable of calculating both linear and nonlinear regressions allows the user to constrain parameters for nonlinear models generates raster surfaces representing parameter estimate, model fit, and multi-model inference