<p>This book is dedicated exclusively to the theory of extreme values in statistics. Studied are the exact distribution of extremes and the first, second and third asymptotes.</p>
Statistics of Extremes
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The risks posed by climate change and its effect on climate extremes are an increasingly pressing societal problem. This book provides an accessible overview of the statistical analysis methods which can be used to investigate climate extremes and analyse potential risk. The statistical analysis met
Statistics of Extremes; Contents; Preface; 1 WHY EXTREME VALUE THEORY?; 2 THE PROBABILISTIC SIDE OF EXTREME VALUE THEORY; 3 AWAY FROM THE MAXIMUM; 4 TAIL ESTIMATION UNDER PARETO-TYPE MODELS; 5 TAIL ESTIMATION FOR ALL DOMAINS OF ATTRACTION; 6 CASE STUDIES; 7 REGRESSION ANALYSIS; 8 MULTIVARIATE EXTREM
Statistics of Extremes: Theory and Applications will appeal to researchers and graduate students of applied probability and statistics, particularly those studying extreme values. It is also suitable for applied statisticians working in finance and insurance, pollution and climatology, geology, meta