دانلود کتاب پیشرفت ها و نوآوری ها در علم آمار و داده ها

This book is a compilation of the invited papers presented at or solicited papers from the invited speakers of the Fourth Symposium of the Canada Chapter of the International Chinese Statistical Association (ICSA-Canada) held at Queen’s University, Kingston, Ontario, Canada, August 9–11, 2019 (https://icsa-canadachapter. org/symposium2019/). The Symposium’s theme was “Advances and Innovations in Statistics and Data Science,” and the goal of the Symposium is to promote advances and innovations in statistics and data science and to offer the opportunity for researchers to exchange research ideas and disseminate their results. The Symposium has diverse topics and sessions in both statistics and data sciences, including statistical challenges in high-dimensional data, survival data, missing data and data with measurement error, longitudinal data and functional data analysis, and statistical inference for biomarkers. This book aims to provide a platform for the research ideas presented at the Symposium to promote further advanced and innovative research in statistics and data science. In this book, we collected 15 articles which are divided into two parts. Part I includes six articles that discuss the advanced methodology in data science, while Part II contains nine papers that investigate a variety of development in statistical science.