My understanding is Maximum Likelihood and DFT Peak Finding for a single tone produce the same results assuming the ML is restricted to the same frequencies as the DFT.
I was wondering if there was an easy way to prove this?
My understanding is that ML will be the same doing Least Squares regression so I suppose an equivalent statement would be to prove that the DFT peak gives the best Least Squares estimate of single tone sinusoidal.