The transposed fit introduces a lower overall error than the inverted fit.
Inverted fit model therefore is not appropriate for paleotemperature reconstruction.
Unnecessary averaging of precipitation data should be avoided.
All raw data and a transparent step-by-step set of calculations need to be reported.
A unified world-wide normalization and laboratory procedures are highly desirable.