Advances and Innovations in Statistics and Data Science (ICSA Book Series in Statistics) - Hardcover

 
9783031083280: Advances and Innovations in Statistics and Data Science (ICSA Book Series in Statistics)
Hardcover
ISBN 10: 3031083288 ISBN 13: 9783031083280
Publisher: Springer, 2022

Synopsis

This book highlights selected papers from the 4th ICSA-Canada Chapter Symposium, as well as invited articles from established researchers in the areas of statistics and data science. It covers a variety of topics, including methodology development in data science, such as methodology in the analysis of high dimensional data, feature screening in ultra-high dimensional data and natural language ranking; statistical analysis challenges in sampling, multivariate survival models and contaminated data, as well as applications of statistical methods. With this book, readers can make use of frontier research methods to tackle their problems in research, education, training and consultation.

"synopsis" may belong to another edition of this title.

About the Author

Wenqing He is Professor in the Department of Statistical and Actuarial Sciences at the University of Western Ontario, Canada. He was the Program Chair for the 4th ICSA-Canada Chpater Symposium.

Liqun Wang is Professor and Department Head in the Department of Statistics at the University of Manitoba, Canada. He is the Past-Chair of the ICSA-Canada Chapter. 

Jiahua Chen is Professor and Canada Research Chair (Tier I) in the Department of Statistics at the University of British Columbia, Canada.

Chunfang Devon Lin is Associate Professor in the Department of Mathematics and Statistics at Queen’s University, Canada. She was the local chair of the for the 4th ICSA-Canada Chapter Symposium.

From the Back Cover

This book highlights selected papers from the 4th ICSA-Canada Chapter Symposium, as well as invited articles from established researchers in the areas of statistics and data science. It covers a variety of topics, including methodology development in data science, such as methodology in the analysis of high dimensional data, feature screening in ultra-high dimensional data and natural language ranking; statistical analysis challenges in sampling, multivariate survival models and contaminated data, as well as applications of statistical methods. With this book, readers can make use of frontier research methods to tackle their problems in research, education, training and consultation.

"About this title" may belong to another edition of this title.

Publisher
Springer
Publication date
2022
Language
English
ISBN 10 
3031083288
ISBN 13 
9783031083280
Binding
Hardcover
Edition number
1
Number of pages
349
Editor
He Wenqing, Wang Liqun, Chen Jiahua, Lin Chunfang Devon

Other Popular Editions of the Same Title

9783031083310: Advances and Innovations in Statistics and Data Science (ICSA Book Series in Statistics)

Featured Edition

ISBN 10:  3031083318 ISBN 13:  9783031083310
Publisher: Springer, 2023
Softcover