Non-Asymptotic Analysis of Approximations for Multivariate Statistics

Yasunori Fujikoshi, Vladimir V Ulyanov

• Paperback | Engels | JSS Research Series in Statistics
• This book presents recent non-asymptotic results for approximations in multivariate statistical analysis. The book is unique in its focus on results w... Lees meer

Minimum Gamma-Divergence for Regression and Classification Problems

Shinto Eguchi

• Paperback | Engels | SpringerBriefs in Statistics | JSS Research Series in Statistics
• This book introduces the gamma-divergence, a measure of distance between probability distributions that was proposed by Fujisawa and Eguchi in 2008. T... Lees meer

Diagnostic Methods in Time Series

Fumiya Akashi, Masanobu Taniguchi, Anna Clara Monti, Tomoyuki Amano

• Paperback | Engels | JSS Research Series in Statistics
• This book contains new aspects of model diagnostics in time series analysis, including variable selection problems and higher-order asymptotics of tes... Lees meer

Mixed-Effects Models and Small Area Estimation

Shonosuke Sugasawa, Tatsuya Kubokawa

• Paperback | Engels | JSS Research Series in Statistics
• This book provides a self-contained introduction of mixed-effects models and small area estimation techniques. In particular, it focuses on both intro... Lees meer

Analysis of Doubly Truncated Data

Achim Dörre, Takeshi Emura

• Paperback | Engels | JSS Research Series in Statistics
• This book introduces readers to statistical methodologies used to analyze doubly truncated data. The first book exclusively dedicated to the topic, it... Lees meer

Pairwise Multiple Comparisons

Taka-Aki Shiraishi, Hiroshi Sugiura, Shin-Ichi Matsuda

• Paperback | Engels | JSS Research Series in Statistics
• This book focuses on all-pairwise multiple comparisons of means in multi-sample models, introducing closed testing procedures based on maximum absolut... Lees meer

The SIML Filtering Method for Noisy Non-stationary Economic Time Series

Naoto Kunitomo, Seisho Sato

• Paperback | Engels | SpringerBriefs in Statistics | JSS Research Series in Statistics
• In this book, we explain the development of a new filtering method to estimate the hidden states of random variables for multiple non-stationary time ... Lees meer

Statistical Estimation for Truncated Exponential Families

Masafumi Akahira

• Paperback | Engels | JSS Research Series in Statistics
• This book presents new findings on nonregular statistical estimation. Unlike other books on this topic, its major emphasis is on helping readers under... Lees meer

Anova with Dependent Errors

Yuichi Goto, Hideaki Nagahata, Masanobu Taniguchi, Anna Clara Monti, Xiaofei Xu

• Paperback | Engels | JSS Research Series in Statistics
• This book presents the latest results related to one- and two-way models for time series data. Analysis of variance (ANOVA) is a classical statistical... Lees meer

Pioneering Works on Distribution Theory

• Paperback | Engels | JSS Research Series in Statistics
• This book highlights the forefront of research on statistical distribution theory, with a focus on unconventional random quantities, and on phenomena ... Lees meer

Euclidean Design Theory

Masanori Sawa, Masatake Hirao, Sanpei Kageyama

• Paperback | Engels | JSS Research Series in Statistics
• Covers the constructions of optimal experimental designs comprehensively Provides a novel framework for understanding optimal designs, based on the th... Lees meer

Asymmetric Kernel Smoothing

Masayuki Hirukawa

• Paperback | Engels | JSS Research Series in Statistics
• Provides an accessible collection of recently developed nonparametric smoothing techniques for estimation and testing procedures Explores the statisti... Lees meer