Does the author account for time autocorrelation? Pearson’s correlation assumes independence between observations, yet time series data often violate this assum

Does the author account for time autocorrelation? Pearson’s correlation assumes independence between observations, yet time series data often violate this assumption. Without adjusting for autocorrelation, correlations may be artificially inflated.