Sökt på: Serie Jss Research Series in Statistics
totalt 17 träffar
Stein Estimation
This book provides a self-contained introduction of Stein/shrinkage estimation for the mean vector of a multivariate normal distribution. The book begins with a brief discussion of …
Statistical Estimation for Truncated Exponential Families
This book presents new findings on nonregular statistical estimation. Unlike other books on this topic, its major emphasis is on helping readers understand the meaning and …
Statistical Methods for Imbalanced Data in Ecological and Biological Studies
This book presents a fresh, new approach in that it provides a comprehensive recent review of challenging problems caused by imbalanced data in prediction and classification, and …
Survival Analysis with Correlated Endpoints
This book introduces readers to advanced statistical methods for analyzing survival data involving correlated endpoints. In particular, it describes statistical methods for …
Applied Matrix and Tensor Variate Data Analysis
This book provides comprehensive reviews of recent progress in matrix variate and tensor variate data analysis from applied points of view. Matrix and tensor approaches for data …
Characterizing Interdependencies of Multiple Time Series
This book introduces academic researchers and professionals to the basic concepts and methods for characterizing interdependencies of multiple time series in the frequency domain. …
Mixed-Effects Models and Small Area Estimation
This book provides a self-contained introduction of mixed-effects models and small area estimation techniques. In particular, it focuses on both introducing classical theory and …
Shrinkage Estimation for Mean and Covariance Matrices
This book provides a self-contained introduction to shrinkage estimation for matrix-variate normal distribution models. More specifically, it presents recent techniques and results …
Longitudinal Data Analysis
This book provides a new analytical approach for dynamic data repeatedly measured from multiple subjects over time. Random effects account for differences across subjects. …
Group-Sequential Clinical Trials with Multiple Co-Objectives
This book focuses on group sequential methods for clinical trials with co-primary endpoints based on the decision-making frameworks for: (1) rejecting the null hypothesis (stopping …
Pioneering Works on Distribution Theory
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. …
Statistical Causal Discovery: LiNGAM Approach
This is the first book to provide a comprehensive introduction to a new semiparametric causal discovery approach known as LiNGAM, with the fundamental background needed to …