Parametric and Nonparametric Inference for Statistical Dynamic Shape Analysis with Applications

• Main Authors: Brombin, Chiara (Author), Salmaso, Luigi (Author), Fontanella, Lara (Author), Ippoliti, Luigi (Author), Fusilli, Caterina (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Edition: 1st ed. 2016.
• Series: SpringerBriefs in Statistics,
• Subjects: Statistics.; Mathematical statistics.; Computer mathematics.; Statistical Theory and Methods.; Probability and Statistics in Computer Science.; Computational Mathematics and Numerical Analysis.

This book considers specific inferential issues arising from the analysis of dynamic shapes with the attempt to solve the problems at hand using probability models and nonparametric tests. The models are simple to understand and interpret and provide a useful tool to describe the global dynamics of...