Raster calculator works with decimal numbers.
In case of difficulty following could be workaround:
1. Convert the raster to point.
2. Export the table to dbase or a txt
3. Calculate the regression values
4. Join the table to point feature class
5. convert the point layer to rater with original resolution useing regression value field