We wish to acknowledge discussions with G. Branstator, A. Capotondi, C. Penland, P. Sardeshmukh, and J. Tribbia that helped us better understand the stochastic aspects of climate variability. We would also like to thank C. Deser and Y. Kushnir for useful conversations, and T. Delworth for useful comments.
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