Frequency Analyses of Natural Extreme Events

This book is of paramount importance in the fields of engineering and applied sciences, given that through the values obtained by these procedures, many structures, like spillways of dams and highway culverts, are designed and constructed.

The main aim of this book is to provide procedures for implementing many probability distribution functions, all of them based on using a standard and a common computational application known as Excel, which is available to any personal computer user. The computer procedures are given in enough detail, so readers can develop their own Excel worksheets.

All the probability distribution functions in the book have schemes to estimate its parameters, quantiles, and confidence limits through the methods of moments and maximum likelihood.

Contenu
IntroductionBasic Notions of Probability and Statistics for FloodNormal Distribution
Log-Normal Distribution with 2 parametersLog-Normal Distribution with 3 parametersGamma DistributionPearson Type III DistributionLog-Pearson Type III DistributionExtreme Value type I DistributionGeneral Extreme Value DistributionLog-Normal Distribution with 3 parameters for the MinimaPearson Type III Distribution for the MinimaExtreme Value Type III Distribution for the Minima
General Extreme Value Distribution for the Minima