Abstract The standard approximation of a natural logarithm in statistical analysis interprets linear change p ln( X ) as (1 + proportional , which is only accurate for small values . I suggest base-(1 logarithms, where chosen ahead time. A one-unit log 1 ( exactly equivalent to This avoids an applied too broadly, makes exact interpretation easier and less error-prone, improves quality when appr...