Title | Extreme Value Theory [electronic resource] : Proceedings of a Conference held in Oberwolfach, Dec. 6-12, 1987 / edited by Jรผrg Hรผsler, Rolf-Dieter Reiss |
---|---|
Imprint | New York, NY : Springer New York, 1989 |
Connect to | http://dx.doi.org/10.1007/978-1-4612-3634-4 |
Descript | X, 279 p. online resource |
I. Univariate Extremes: Probability Theory -- 1. Limit Laws and Expansions -- Best attainable rate of joint convergence of extremes -- Recent results on asymptotic expansions in extreme value theory -- 2. Strong Laws -- Strong laws for the k-th order statistic when k ? c โ{128}ข log2n (II) -- Extreme values with heavy tails -- 3. Records -- A survey on strong approximation techniques in connection with records -- Self-similar random measures, their carrying dimension, and application to records -- 4. Exceedances -- On exceedance point processes for stationary sequences under mild oscillation restrictions -- A central limit theorem for extreme sojourn time of stationary Gaussian processes -- On the distribution of random waves and cycles -- 5. Characterizations -- Characterizations of the exponential distribution by failure rate- and moment properties of order statistics -- A characterization of the uniform distribution via maximum likelihood estimation of its location parameter -- II. Univariate Extremes: Statistics -- 1. Estimation -- Simple estimators of the endpoint of a distribution -- Asymptotic normality of Hillโ{128}{153}s estimator -- Extended extreme value models and adaptive estimation of the tail index -- Asymptotic results for an extreme value estimator of the autocorrelation coefficient for a first order autoregressive sequence -- 2. Test Procedures -- The selection of the domain of attraction of an extreme value distribution from a set of data -- Comparison of extremal models through statistical choice in multidimensional backgrounds -- 3. Sufficiency of Extremes in Parametric Models -- The role of extreme order statistics for exponential families -- III. Multivariate Extremes -- Multivariate records and shape -- Limit distributions of multivariate extreme values in nonstationary sequences of random vectors -- Statistical decision for bivariate extremes -- Multivariate negative exponential and extreme value distributions -- Author Index