Runze Li's Books

Design and Modeling for Computer Experiments

By: Kai-Tai Fang,Runze Li,Agus Sudjianto

Write a review Read reviews Take a Quiz Solve Book Puzzle

Design and Modeling for Computer Experiments

By: Kai-Tai Fang,Runze Li,Agus Sudjianto

Computer simulations based on mathematical models have become ubiquitous across the engineering disciplines and throughout the physical sciences. Successful use of a simulation model, however, requires careful interrogation of the model through systematic computer experiments. While specific theoretical/mathematical examinations of computer experim

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

304

Publisher

CRC Press

Published Date

ISBN 10

1420034898

ISBN 13

9781420034899

Statistical Foundations of Data Science

By: Jianqing Fan,Runze Li,Cun-Hui Zhang,Hui Zou

Write a review Read reviews Take a Quiz Solve Book Puzzle

Statistical Foundations of Data Science

By: Jianqing Fan,Runze Li,Cun-Hui Zhang,Hui Zou

Statistical Foundations of Data Science gives a thorough introduction to commonly used statistical models, contemporary statistical machine learning techniques and algorithms, along with their mathematical insights and statistical theories. It aims to serve as a graduate-level textbook and a research monograph on high-dimensional statistics, sparsity and covariance learning, machine learning, and statistical inference. It includes ample exercises that involve both theoretical studies as well as empirical applications. The book begins with an introduction to the stylized features of big data and their impacts on statistical analysis. It then introduces multiple linear regression and expands the techniques of model building via nonparametric regression and kernel tricks. It provides a comprehensive account on sparsity explorations and model selections for multiple regression, generalized linear models, quantile regression, robust regression, hazards regression, among others. High-dimensional inference is also thoroughly addressed and so is feature screening. The book also provides a comprehensive account on high-dimensional covariance estimation, learning latent factors and hidden structures, as well as their applications to statistical estimation, inference, prediction and machine learning problems. It also introduces thoroughly statistical machine learning theory and methods for classification, clustering, and prediction. These include CART, random forests, boosting, support vector machines, clustering algorithms, sparse PCA, and deep learning.

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

942

Publisher

CRC Press

Published Date

ISBN 10

0429527616

ISBN 13

9780429527616

A History of Modern Chinese Journalism and Communication

By: Wang Runze

Write a review Read reviews Take a Quiz Solve Book Puzzle

A History of Modern Chinese Journalism and Communication

By: Wang Runze

Focusing on the practice of journalism in modern China, this book studies the history of modern Chinese journalism and gives insights on its culture and value. Comprised of four chapters, the book revisits the development of the journalism industry after being introduced to China from the West, analysing the development of the profession in comparative perspective. The first three chapters explore the collision and integration of journalism as an imported product against the backcloth of the social culture of modern China and analyzes the modernization of Chinese journalism - in terms of news concept, public opinion and dissemination of newspapers. The final chapter discusses the constraints of modern Chinese journalism that can hinder true independence and freedom, including religious news publications, subsidies, pricing and the interaction of technology, systems and concepts. Discussions of characteristics of modern Chinese journalism also shed light on the development of contemporary Chinese journalism. The book will be a valuable reference for scholars and students of Chinese studies, journalism and communication studies, especially those interested in Chinese journalism and its history in the modern time.

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

219

Publisher

Taylor & Francis

Published Date

ISBN 10

1000806308

ISBN 13

9781000806304

Statistical Foundations of Data Science

By: Jianqing Fan,Runze Li,Cun-Hui Zhang,Hui Zou

Write a review Read reviews Take a Quiz Solve Book Puzzle

Statistical Foundations of Data Science

By: Jianqing Fan,Runze Li,Cun-Hui Zhang,Hui Zou

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

942

Publisher

CRC Press

Published Date

ISBN 10

0429527616

ISBN 13

9780429527616

Design and Modeling for Computer Experiments

By: Kai-Tai Fang,Runze Li,Agus Sudjianto

Write a review Read reviews Take a Quiz Solve Book Puzzle

Design and Modeling for Computer Experiments

By: Kai-Tai Fang,Runze Li,Agus Sudjianto

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

304

Publisher

CRC Press

Published Date

ISBN 10

1420034898

ISBN 13

9781420034899

Book's by Runze Li

Design and Modeling for Computer Experiments

Design and Modeling for Computer Experiments

Statistical Foundations of Data Science

Statistical Foundations of Data Science

A History of Modern Chinese Journalism and Communication

A History of Modern Chinese Journalism and Communication

Statistical Foundations of Data Science

Statistical Foundations of Data Science

Design and Modeling for Computer Experiments

Design and Modeling for Computer Experiments

Username

Password

Username

Password

Password again

Birthday

Email