This is the first book on an evaluation of (weak) consistency of an information criterion for variable selection in high-dimensional multivariate linear regression models by using …

This book presents modern techniques for the analysis of Markov chain Monte Carlo (MCMC) methods. A central focus is the study of the number of iteration of MCMC and the relation …

With the right R packages, R is uniquely suited to perform Principal Component Analysis (PCA), Correspondence Analysis (CA), Multiple Correspondence Analysis (MCA), and metric …

This book depicts a wide range of situations in which there exist finite form representations for the Meijer G and the Fox H functions. Accordingly, it will be of interest to …

Bauer, N. (Ed), Ickstadt, K. (Ed), Lübke, K. (Ed), Szepannek, G. (Ed), Trautmann, H. (Ed), Vichi, M. (Ed) (2019)

This volume presents a selection of research papers on various topics at the interface of statistics and computer science. Emphasis is put on the practical applications of …

Kitagawa, G. (Ed), Higuchi, T. (Ed), Hamasaki, T. (Ed), Matsui, S. (Ed), Iwasaki, M. (Ed), Omori, Y. (Ed), Akahira, M. (Ed), HOSHINO, T. (Ed), Taniguchi, M. (Ed)

The current research of statistics in Japan has expanded in several directions in line with recent trends in academic activities in the area of statistics and statistical sciences …

Anderssen, R. S. (Ed), Baryshnikov, Y. (Ed), Bauschke, H. H. (Ed), Broadbridge, P. (Ed), Cheng, J. (Ed), Chyba, M. (Ed), Cottet, G. (Ed), Cuminato, J. A. (Ed), Ei, S. (Ed), Fukumoto, Y. (Ed), Hosking, J. R. M. (Ed), Jofré, A. (Ed), Kimura, M. (Ed), Landman, K. (Ed), McKibbin, R. (Ed), Parmeggiani, A. (Ed), Pipher, J. (Ed), Polthier, K. (Ed), Saeki, O. (Ed), Schilders, W. (Ed), Shen, Z. (Ed), Toh, K. C. (Ed), Verbitskiy, E. (Ed), Yoshida, N. (Ed)

The meaning of “Mathematics for Industry” (sometimes abbreviated as MI or MfI) is different from that of “Mathematics in Industry” (or of “Industrial Mathematics”). The latter is …

Statistics for Social and Behavioral Sciences (SSBS) includes monographs and advanced textbooks relating to education, psychology, sociology, political science, public policy, and …

SpringerBriefs present concise summaries of cutting-edge research and practical applications across a wide spectrum of fields. Featuring compact volumes of 50 to 125 pages, the …

Lecture Notes in Statistics (LNS) includes research work on topics that are more specialized than volumes in Springer Series in Statistics (SSS). The series editors are currently …

This is the first book to provide a comprehensive introduction to a new modeling framework known as semiparametric structural equation modeling and its technique, with the …

This book presents the mutual information (MI) estimation methods recently proposed by the author and published in a number of major journals. It includes two types of …

This book is the first to be devoted to the fusion between statistical causal inference and mathematical programming. The main purpose of the book is to provide the algorithms for …

The purpose of this book is to thoroughly prepare the reader for applied research in clustering. Cluster analysis comprises a class of statistical techniques for classifying …

This book presents recent non-asymptotic results for approximations in multivariate statistical analysis. The book is unique in its focus on results with the correct error …

This is the first book to present time series analysis using the SAS Enterprise Guide software. It includes some starting background and theory to various time series analysis …

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