I am trying to analyse home behavioural data from a field study in Madagascar based on a species of lemur. I hoped to investigate different behvaioural predictors of Day Path Length. These include feeding, resting, socialising and locomotion times as proportion of the total behaviours per day (frequency of behaviour over total number of scans for that focal day).
Does my proportional data on my x axis require a logit transformation in order to run linear regression models?
Many thanks for your help.