Introduction to statistical modeling of extreme values
Coles, Stuart
Introduction to statistical modeling of extreme values - London: Springer, 2001. - xiv; 208 p. hb; 24 cm. - Springer series in statistic .
Intended for statisticians and non-statisticians alike, the theoretical treatment is elementary, with heuristics often replacing detailed mathematical proof. Most aspects of extreme modeling techniques are covered, including historical techniques (still widely used) and contemporary techniques based on point process models. A wide range of worked examples, using genuine datasets, illustrates the various modeling procedures and a concluding chapter provides a brief introduction to a number of more advanced topics, including Bayesian inference and spatial extremes.
978185233459
Extreme Value Theory
Physical Sciences & Mathematics
Mathematics
Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences
Mathematical Statistics
519.2 COL
Introduction to statistical modeling of extreme values - London: Springer, 2001. - xiv; 208 p. hb; 24 cm. - Springer series in statistic .
Intended for statisticians and non-statisticians alike, the theoretical treatment is elementary, with heuristics often replacing detailed mathematical proof. Most aspects of extreme modeling techniques are covered, including historical techniques (still widely used) and contemporary techniques based on point process models. A wide range of worked examples, using genuine datasets, illustrates the various modeling procedures and a concluding chapter provides a brief introduction to a number of more advanced topics, including Bayesian inference and spatial extremes.
978185233459
Extreme Value Theory
Physical Sciences & Mathematics
Mathematics
Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences
Mathematical Statistics
519.2 COL
