Pioneering Works on Distribution Theory

In Honor of Masaaki Sibuya

Nobuaki Hoshino, Shuhei Mano, Takaaki Shimura (Herausgeber)

Buch | Softcover

121 Seiten

2021 | 1st ed. 2020
Springer Verlag, Singapore
978-981-15-9662-9 (ISBN)

Artikel merken

This book highlights the forefront of research on statistical distribution theory, with a focus on unconventional random quantities, and on phenomena such as random partitioning. The respective papers reflect the continuing appeal of distribution theory and the lively interest in this classic field, which owes much of its expansion since the 1960s to Professor Masaaki Sibuya, to whom this book is dedicated.
The topics addressed include a test procedure for discriminating the (multivariate) Ewens distribution from the Pitman Sampling Formula, approximation to the length of the Ewens distribution by discrete distributions and the normal distribution, and the distribution of the number of levels in [s]-specified random permutations. Also included are distributions associated with orthogonal polynomials with a symmetric matrix argument and the characterization of the Jeffreys prior.

Nobuaki Hoshino, Kanazawa University Shuhei Mano, The Institute of Statistical Mathematics Takaaki Shimura, The Institute of Statistical Mathematics

Gibbs Base Random Partitions.- Asymptotic and approximate discrete distributions for length of Ewens sampling formula.- An Error Bound for the Normal Approximation to the Length of a Ewens Partition.- Distribution of Number of Levels in [s]-specified Random Permutation.- Properties of General Systems of Orthogonal Polynomials with Symmetric Matrix Argument.- Conjugate Analysis under Jeffreys' Prior with its Implications to Likelihood Inference.

Erscheinungsdatum	15.01.2021
Reihe/Serie	JSS Research Series in Statistics
Reihe/Serie	SpringerBriefs in Statistics
Zusatzinfo	1 Illustrations, color; 21 Illustrations, black and white; VII, 121 p. 22 illus., 1 illus. in color.
Verlagsort	Singapore
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
Schlagworte	applied probability • Continuous Distribution • Discrete Distribution • Maximum Likelihood • Random Partition
ISBN-10	981-15-9662-X / 981159662X
ISBN-13	978-981-15-9662-9 / 9789811596629
Zustand	Neuware