Jianqing Fan's Books

New Developments in Biostatistics and Bioinformatics

By: Jianqing Fan,Xihong Lin,Jun S. Liu

Write a review Read reviews Take a Quiz Solve Book Puzzle

New Developments in Biostatistics and Bioinformatics

By: Jianqing Fan,Xihong Lin,Jun S. Liu

This book presents an overview of recent developments in biostatistics and bioinformatics. Written by active researchers in these emerging areas, it is intended to give graduate students and new researchers an idea of where the frontiers of biostatistics and bioinformatics are as well as a forum to learn common techniques in use, so that they can advance the fields via developing new techniques and new results. Extensive references are provided so that researchers can follow the threads to learn more comprehensively what the literature is and to conduct their own research. In particulars, the book covers three important and rapidly advancing topics in biostatistics: analysis of survival and longitudinal data, statistical methods for epidemiology, and bioinformatics.

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

295

Publisher

World Scientific

Published Date

ISBN 10

9812837434

ISBN 13

9789812837431

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

Frontiers in Statistics

Dedicated to Peter John Bickel in Honor of His 65th Birthday

By: Jianqing Fan,Hira L. Koul

Write a review Read reviews Take a Quiz Solve Book Puzzle

Frontiers in Statistics

Dedicated to Peter John Bickel in Honor of His 65th Birthday

By: Jianqing Fan,Hira L. Koul

During the last two decades, many areas of statistical inference have experienced phenomenal growth. This book presents a timely analysis and overview of some of these new developments and a contemporary outlook on the various frontiers of statistics.Eminent leaders in the field have contributed 16 review articles and 6 research articles covering areas including semi-parametric models, data analytical nonparametric methods, statistical learning, network tomography, longitudinal data analysis, financial econometrics, time series, bootstrap and other re-sampling methodologies, statistical computing, generalized nonlinear regression and mixed effects models, martingale transform tests for model diagnostics, robust multivariate analysis, single index models and wavelets.This volume is dedicated to Prof. Peter J Bickel in honor of his 65th birthday. The first article of this volume summarizes some of Prof. Bickel''s distinguished contributions.

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

552

Publisher

Imperial College Press

Published Date

ISBN 10

186094888X

ISBN 13

9781860948886

Boss, Don't be Pretending

Volume 1

By: Zi Jianqing

Write a review Read reviews Take a Quiz Solve Book Puzzle

Boss, Don't be Pretending

Volume 1

By: Zi Jianqing

As the successor of social science, Yu Sheng had always believed in the belief in science and opposed feudal superstition. From July onwards, all sorts of ghosts appeared and even stepped into the gates of hell, opening the gates of a new world from then on. Early stage. "There's a ghost!" Yu Sheng grabbed onto Lu Jingqing in fright, as he cried out pitifully in a weak voice, "There's a ghost!" Have you never seen a ghost before? " Lu Tianqing answered. Today, he was once again a stand-alone representative who was cold and unfeeling in order to train his future wife. Yu Sheng: The strong I don't cry. Mid-term. "Yes." Yu Sheng was nervous as he fought against the incoming ghosts. Ten minutes later. I couldn't win, so I slipped away. " He nimbly hid behind Lu Zhiqing. Lu Tianqing raised his chin, his face closing in as he gave a long kiss, "Hide yourself well." Finally. Yu Sheng stared at the reckless ghost in front of him indifferently. He yawned and handed over the snacks in his hand. "Spicy gluten?" The walking ghost banner, with the big boss who pretended to be weak chicken, ghost during the investigation of the love.

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

668

Publisher

Funstory

Published Date

ISBN 10

1646772784

ISBN 13

9781646772780

The Elements of Financial Econometrics

By: Jianqing Fan,Qiwei Yao

Write a review Read reviews Take a Quiz Solve Book Puzzle

The Elements of Financial Econometrics

By: Jianqing Fan,Qiwei Yao

A compact, master's-level textbook on financial econometrics, focusing on methodology and including real financial data illustrations throughout. The mathematical level is purposely kept moderate, allowing the power of the quantitative methods to be understood without too much technical detail.

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

394

Publisher

Cambridge University Press

Published Date

ISBN 10

1107191173

ISBN 13

9781107191174

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

Selected Works of Peter J. Bickel

By: Jianqing Fan,Ya'acov Ritov,C.F. Jeff Wu

Write a review Read reviews Take a Quiz Solve Book Puzzle

Selected Works of Peter J. Bickel

By: Jianqing Fan,Ya'acov Ritov,C.F. Jeff Wu

This volume presents selections of Peter J. Bickel’s major papers, along with comments on their novelty and impact on the subsequent development of statistics as a discipline. Each of the eight parts concerns a particular area of research and provides new commentary by experts in the area. The parts range from Rank-Based Nonparametrics to Function Estimation and Bootstrap Resampling. Peter’s amazing career encompasses the majority of statistical developments in the last half-century or about about half of the entire history of the systematic development of statistics. This volume shares insights on these exciting statistical developments with future generations of statisticians. The compilation of supporting material about Peter’s life and work help readers understand the environment under which his research was conducted. The material will also inspire readers in their own research-based pursuits. This volume includes new photos of Peter Bickel, his biography, publication list, and a list of his students. These give the reader a more complete picture of Peter Bickel as a teacher, a friend, a colleague, and a family man.

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

626

Publisher

Springer Science & Business Media

Published Date

ISBN 10

1461455448

ISBN 13

9781461455448

Frontiers in Statistics

Dedicated to Peter John Bickel in Honor of His 65th Birthday

By: Jianqing Fan

Write a review Read reviews Take a Quiz Solve Book Puzzle

Frontiers in Statistics

Dedicated to Peter John Bickel in Honor of His 65th Birthday

By: Jianqing Fan

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

552

Publisher

World Scientific

Published Date

ISBN 10

1860946704

ISBN 13

9781860946707

Local Polynomial Modelling and Its Applications

Monographs on Statistics and Applied Probability 66

By: Jianqing Fan

Write a review Read reviews Take a Quiz Solve Book Puzzle

Local Polynomial Modelling and Its Applications

Monographs on Statistics and Applied Probability 66

By: Jianqing Fan

Data-analytic approaches to regression problems, arising from many scientific disciplines are described in this book. The aim of these nonparametric methods is to relax assumptions on the form of a regression function and to let data search for a suitable function that describes the data well. The use of these nonparametric functions with parametric techniques can yield very powerful data analysis tools. Local polynomial modeling and its applications provides an up-to-date picture on state-of-the-art nonparametric regression techniques. The emphasis of the book is on methodologies rather than on theory, with a particular focus on applications of nonparametric techniques to various statistical problems. High-dimensional data-analytic tools are presented, and the book includes a variety of examples. This will be a valuable reference for research and applied statisticians, and will serve as a textbook for graduate students and others interested in nonparametric regression.

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

362

Publisher

Routledge

Published Date

ISBN 10

1351434802

ISBN 13

9781351434805

Local Polynomial Modelling and its Applications

By: Jianqing Fan,I. Gijbels

Write a review Read reviews Take a Quiz Solve Book Puzzle

Local Polynomial Modelling and its Applications

By: Jianqing Fan,I. Gijbels

This book is on data-analytic approaches to regression problems arising from many scientific disciplines. These approaches are also called nonparametric regression in the literature. The aim of non parametric methods is to relax assumptions on the form of a regres sion function, and to let data search for a suitable function that describes well the available data. These approaches are powerful in exploring fine structural relationships and provide very useful diagnostic tools for parametric models. Over the last two decades, vast efforts have been devoted to nonparametric regression analyses. This book hopes to bring an up-to-date picture on the state of the art of nonparametric regres sion techniques. The emphasis of this book is on methodologies rather than on theory, with a particular focus on applications of nonparametric techniques to various statistical problems. These problems include least squares regression, quantile and robust re gression, survival analysis, generalized linear models and nonlinear time series. Local polynomial modelling is employed in a large frac tion of the book, but other key ideas of nonparametric regression are also discussed.

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

341

Publisher

Springer

Published Date

ISBN 10

1489931511

ISBN 13

9781489931511

Book's by Jianqing Fan

New Developments in Biostatistics and Bioinformatics

New Developments in Biostatistics and Bioinformatics

Statistical Foundations of Data Science

Statistical Foundations of Data Science

Frontiers in Statistics

Frontiers in Statistics

Boss, Don't be Pretending

Boss, Don't be Pretending

The Elements of Financial Econometrics

The Elements of Financial Econometrics

Statistical Foundations of Data Science

Statistical Foundations of Data Science

Selected Works of Peter J. Bickel

Selected Works of Peter J. Bickel

Frontiers in Statistics

Frontiers in Statistics

Local Polynomial Modelling and Its Applications

Local Polynomial Modelling and Its Applications

Local Polynomial Modelling and its Applications

Local Polynomial Modelling and its Applications

Username

Password

Username

Password

Password again

Birthday

Email