Nonparametric Statistics
Nonparametric Statistics: 4th ISNPS, Salerno, Italy, June 2018
by Michele La Rocca
English | 2020 | ISBN: 3030573052 | 557 Pages | EPUB | 33 MB
by Michele La Rocca
English | 2020 | ISBN: 3030573052 | 557 Pages | EPUB | 33 MB
Highlighting the latest advances in nonparametric and semiparametric statistics, this book gathers selected peer-reviewed contributions presented at the 4th Conference of the International Society for Nonparametric Statistics (ISNPS), held in Salerno, Italy, on June 11-15, 2018. It covers theory, methodology, applications and computational aspects, addressing topics such as nonparametric curve estimation, regression smoothing, models for time series and more generally dependent data, varying coefficient models, symmetry testing, robust estimation, and rank-based methods for factorial design. It also discusses nonparametric and permutation solutions for several different types of data, including ordinal data, spatial data, survival data and the joint modeling of both longitudinal and time-to-event data, permutation and resampling techniques, and practical applications of nonparametric statistics.