This paper suggests a new method of high resolution spectral estimation for radar target detection. This method is a hybrid of the periodogram approach and the maximum entropy extension of signals outside the observation interval. This method is shown to possess the high resolution advantages of the MEM method while closely retaining the advantages of the periodogram method. This is shown to be advantageous, particularly when applied with data windowing. Some simulation results supporting the performance advantages are also included.