i examine the relation between the operation cost and Fuel price data collect over years from 2001 to 2015 try to test relation between fuel and airline operation cost, i use OLS, i first test linearity, then Homoscedasticity and then auto correlation.
Model give result show non Homoscedasticity so i used WLS, and run the model again but Durbin-Watson show in one airline 0.870 when i check DW table it show its autcorrelated what i want to know, i can use Log for the Y then i run WLS that would be acceptable on statistic point of view or not ( i am not have static back ground )
Yes, you can apply the log transformation if it helps you achieve constant variance for the residuals or a linear relationship between to two variables.