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W Smith (Eds), Anger, hostility, and the heart (pp 43 66) Hillsdale, NJ: Erlbaum Barefoot, J C, Peterson, B L, Dahlstrom, W G, Siegler, I C, Anderson, N B, & Williams, R B, Jr (1991) Hostility patterns and health implications: Correlates of Cook-Medley scores in national survey Health Psychology, 10, 18 24 Barefoot, J C, & Schroll, M (1996) Symptoms of depression, acute myocardial infarction, and total mortality in a community sample Circulation, 93, 1976 1980 Baum, A, Gatchel, R, & Krantz, D S (1997) An introduction to health psychology (3rd ed) New York: McGraw-Hill Berkman, L F, Leo-Summers, L, & Horwitz, R I (1992) Emotional support and survival after myocardial infarction: A prospective, population-based study of the elderly Annals of Internal Medicine, 117, 1003 1009 Blazer, D G (1982).

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and assume that X and Z are independent. The channel capacity is given by I (X; X + Z). Now for the game. The noise player chooses a distribution on Z to minimize I (X; X + Z), while the signal player chooses a distribution on X to maximize I (X; X + Z). Letting X N(0, P ), Z N(0, N), show that Gaussian X and Z satisfy the saddlepoint conditions I (X; X + Z ) I (X ; X + Z ) I (X ; X + Z). Thus, min max I (X; X + Z) = max min I (X; X + Z)

h(Xi ) (17.19)

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(a) What is the capacity of this channel This should be a pleasant surprise. (b) How would you signal to achieve capacity 9.15 Discrete input, continuous output channel . Let Pr{X = 1} = p, Pr{X = 0} = 1 p, and let Y = X + Z, where Z is uniform over the interval [0, a], a > 1, and Z is independent of X. (a) Calculate I (X; Y ) = H (X) H (X|Y ). (b) Now calculate I (X; Y ) the other way by I (X; Y ) = h(Y ) h(Y |X). (c) Calculate the capacity of this channel by maximizing over p. 9.16 Gaussian mutual information. Suppose that (X, Y, Z) are jointly Gaussian and that X Y Z forms a Markov chain. Let X and Y have correlation coef cient 1 and let Y and Z have correlation coef cient 2 . Find I (X; Z). Impulse power. Consider the additive white Gaussian channel

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Social support and mortality in an elderly community population American Journal of Epidemiology, 115, 684 694 Blumenthal, J A, Jiang, W, Babyak, M A, Krantz, D S, Frid, D J, Coleman, R E, et al (1997) Stress management and exercise training in cardiac patients with myocardial ischemia: Effects on prognosis and evaluation of mechanisms Archives of Internal Medicine, 157, 2213 2223 Blumenthal, J A, & Wei, J (1993) Psychobehavioral treatment in cardiac rehabilitation Cardiology Clinics, 11, 323 331 Blustein, J, & Weitzman, B C (1995) Access to hospitals with high-technology cardiac services: How is race important American Journal of Public Health, 85, 345 351 Bosma, H, Peter, R, Siegrist, J, & Marmot, M (1998) Two alternative job stress models and the risk of coronary heart disease American Journal of Public Health, 88, 68 74 Burrell, G, Ohman, A.

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