CARMA Memo #57 Blank Sky Analysis and Statistics Kevin P. Rauch and Demerese M. Salter Astronomy Dept, University of Maryland, College Park This memo gives an overview of the blank sky task, data analysis details, and performance expectations. Details of the digital quantization schemes implemented by the CARMA correlator, which determine the expected noise levels, are also provided. We note that previous attempts to use noise source spectra for real-time bandpass calibration may have been biased by failure to correct for on-sky thresholding variations, which we find is necessary to accurately reproduce predicted noise statistics. Including these corrections, blank sky results generally agree with expectations to within ~1%.