Nonparametric Estimation under Shape Constraints

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Publisher : Cambridge University Press
ISBN 13 : 1316194124
Total Pages : 429 pages
Book Rating : 4.3/5 (161 download)

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Book Synopsis Nonparametric Estimation under Shape Constraints by : Piet Groeneboom

Download or read book Nonparametric Estimation under Shape Constraints written by Piet Groeneboom and published by Cambridge University Press. This book was released on 2014-12-11 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book treats the latest developments in the theory of order-restricted inference, with special attention to nonparametric methods and algorithmic aspects. Among the topics treated are current status and interval censoring models, competing risk models, and deconvolution. Methods of order restricted inference are used in computing maximum likelihood estimators and developing distribution theory for inverse problems of this type. The authors have been active in developing these tools and present the state of the art and the open problems in the field. The earlier chapters provide an introduction to the subject, while the later chapters are written with graduate students and researchers in mathematical statistics in mind. Each chapter ends with a set of exercises of varying difficulty. The theory is illustrated with the analysis of real-life data, which are mostly medical in nature.

Nonparametric Estimation Under Shape Constraints

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Publisher :
ISBN 13 : 9781139020893
Total Pages : pages
Book Rating : 4.0/5 (28 download)

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Book Synopsis Nonparametric Estimation Under Shape Constraints by : P. Groeneboom

Download or read book Nonparametric Estimation Under Shape Constraints written by P. Groeneboom and published by . This book was released on 2014 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Nonparametric Estimation under Shape Constraints

Download Nonparametric Estimation under Shape Constraints PDF Online Free

Author :
Publisher : Cambridge University Press
ISBN 13 : 0521864011
Total Pages : 429 pages
Book Rating : 4.5/5 (218 download)

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Book Synopsis Nonparametric Estimation under Shape Constraints by : Piet Groeneboom

Download or read book Nonparametric Estimation under Shape Constraints written by Piet Groeneboom and published by Cambridge University Press. This book was released on 2014-12-11 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces basic concepts of shape constrained inference and guides the reader to current developments in the subject.

Handbook of Financial Time Series

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3540712976
Total Pages : 1045 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Handbook of Financial Time Series by : Torben Gustav Andersen

Download or read book Handbook of Financial Time Series written by Torben Gustav Andersen and published by Springer Science & Business Media. This book was released on 2009-04-21 with total page 1045 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Financial Time Series gives an up-to-date overview of the field and covers all relevant topics both from a statistical and an econometrical point of view. There are many fine contributions, and a preamble by Nobel Prize winner Robert F. Engle.

Missing and Modified Data in Nonparametric Estimation

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Publisher : CRC Press
ISBN 13 : 135167983X
Total Pages : 867 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Missing and Modified Data in Nonparametric Estimation by : Sam Efromovich

Download or read book Missing and Modified Data in Nonparametric Estimation written by Sam Efromovich and published by CRC Press. This book was released on 2018-03-12 with total page 867 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a systematic and unified approach for modern nonparametric treatment of missing and modified data via examples of density and hazard rate estimation, nonparametric regression, filtering signals, and time series analysis. All basic types of missing at random and not at random, biasing, truncation, censoring, and measurement errors are discussed, and their treatment is explained. Ten chapters of the book cover basic cases of direct data, biased data, nondestructive and destructive missing, survival data modified by truncation and censoring, missing survival data, stationary and nonstationary time series and processes, and ill-posed modifications. The coverage is suitable for self-study or a one-semester course for graduate students with a prerequisite of a standard course in introductory probability. Exercises of various levels of difficulty will be helpful for the instructor and self-study. The book is primarily about practically important small samples. It explains when consistent estimation is possible, and why in some cases missing data should be ignored and why others must be considered. If missing or data modification makes consistent estimation impossible, then the author explains what type of action is needed to restore the lost information. The book contains more than a hundred figures with simulated data that explain virtually every setting, claim, and development. The companion R software package allows the reader to verify, reproduce and modify every simulation and used estimators. This makes the material fully transparent and allows one to study it interactively. Sam Efromovich is the Endowed Professor of Mathematical Sciences and the Head of the Actuarial Program at the University of Texas at Dallas. He is well known for his work on the theory and application of nonparametric curve estimation and is the author of Nonparametric Curve Estimation: Methods, Theory, and Applications. Professor Sam Efromovich is a Fellow of the Institute of Mathematical Statistics and the American Statistical Association.

Contemporary Biostatistics with Biopharmaceutical Applications

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Publisher : Springer
ISBN 13 : 303015310X
Total Pages : 339 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Contemporary Biostatistics with Biopharmaceutical Applications by : Lanju Zhang

Download or read book Contemporary Biostatistics with Biopharmaceutical Applications written by Lanju Zhang and published by Springer. This book was released on 2019-07-11 with total page 339 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume presents current research in biostatistics with emphasis on biopharmaceutical applications. Featuring contributions presented at the 2017 ICSA Applied Statistics Symposium held in Chicago, IL on June 25 to 28, 2017, this book explores timely topics that have a high potential impact on statistical methodology and future research in biostatistics and biopharmaceuticals. The theme of this conference was Statistics for a New Generation: Challenges and Opportunities, in recognition of the advent of a new generation of statisticians. The conference attracted statisticians working in academia, government, and industry; domestic and international statisticians. From the conference, the editors selected 28 high-quality presentations and invited the speakers to prepare full chapters for this book. These contributions are divided into four parts: Part I Biostatistical Methodology, Part II Statistical Genetics and Bioinformatics, Part III Regulatory Statistics, and Part IV Biopharmaceutical Research and Applications. Featuring contributions on topics such as statistics in genetics, bioinformatics, biostatistical methodology, and statistical computing, this book is beneficial to researchers, academics, practitioners and policy makers in biostatistics and biopharmaceuticals.

Advances in Contemporary Statistics and Econometrics

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Publisher : Springer Nature
ISBN 13 : 3030732495
Total Pages : 713 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Advances in Contemporary Statistics and Econometrics by : Abdelaati Daouia

Download or read book Advances in Contemporary Statistics and Econometrics written by Abdelaati Daouia and published by Springer Nature. This book was released on 2021-06-14 with total page 713 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a unique collection of contributions on modern topics in statistics and econometrics, written by leading experts in the respective disciplines and their intersections. It addresses nonparametric statistics and econometrics, quantiles and expectiles, and advanced methods for complex data, including spatial and compositional data, as well as tools for empirical studies in economics and the social sciences. The book was written in honor of Christine Thomas-Agnan on the occasion of her 65th birthday. Given its scope, it will appeal to researchers and PhD students in statistics and econometrics alike who are interested in the latest developments in their field.

Emerging Topics in Modeling Interval-Censored Survival Data

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Publisher : Springer Nature
ISBN 13 : 3031123662
Total Pages : 322 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Emerging Topics in Modeling Interval-Censored Survival Data by : Jianguo Sun

Download or read book Emerging Topics in Modeling Interval-Censored Survival Data written by Jianguo Sun and published by Springer Nature. This book was released on 2022-11-29 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book primarily aims to discuss emerging topics in statistical methods and to booster research, education, and training to advance statistical modeling on interval-censored survival data. Commonly collected from public health and biomedical research, among other sources, interval-censored survival data can easily be mistaken for typical right-censored survival data, which can result in erroneous statistical inference due to the complexity of this type of data. The book invites a group of internationally leading researchers to systematically discuss and explore the historical development of the associated methods and their computational implementations, as well as emerging topics related to interval-censored data. It covers a variety of topics, including univariate interval-censored data, multivariate interval-censored data, clustered interval-censored data, competing risk interval-censored data, data with interval-censored covariates, interval-censored data from electric medical records, and misclassified interval-censored data. Researchers, students, and practitioners can directly make use of the state-of-the-art methods covered in the book to tackle their problems in research, education, training and consultation.

Biased Sampling, Over-identified Parameter Problems and Beyond

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Publisher : Springer
ISBN 13 : 9811048568
Total Pages : 626 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Biased Sampling, Over-identified Parameter Problems and Beyond by : Jing Qin

Download or read book Biased Sampling, Over-identified Parameter Problems and Beyond written by Jing Qin and published by Springer. This book was released on 2017-06-14 with total page 626 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is devoted to biased sampling problems (also called choice-based sampling in Econometrics parlance) and over-identified parameter estimation problems. Biased sampling problems appear in many areas of research, including Medicine, Epidemiology and Public Health, the Social Sciences and Economics. The book addresses a range of important topics, including case and control studies, causal inference, missing data problems, meta-analysis, renewal process and length biased sampling problems, capture and recapture problems, case cohort studies, exponential tilting genetic mixture models etc. The goal of this book is to make it easier for Ph. D students and new researchers to get started in this research area. It will be of interest to all those who work in the health, biological, social and physical sciences, as well as those who are interested in survey methodology and other areas of statistical science, among others.

Handbook of Big Data

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Publisher : CRC Press
ISBN 13 : 1482249081
Total Pages : 480 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Handbook of Big Data by : Peter Bühlmann

Download or read book Handbook of Big Data written by Peter Bühlmann and published by CRC Press. This book was released on 2016-02-22 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of Big Data provides a state-of-the-art overview of the analysis of large-scale datasets. Featuring contributions from well-known experts in statistics and computer science, this handbook presents a carefully curated collection of techniques from both industry and academia. Thus, the text instills a working understanding of key statistical

The Ageing of Materials and Structures

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Publisher : Springer
ISBN 13 : 3319701940
Total Pages : 241 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis The Ageing of Materials and Structures by : Klaas van Breugel

Download or read book The Ageing of Materials and Structures written by Klaas van Breugel and published by Springer. This book was released on 2017-11-23 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work is an overview of the state of art on Ageing of Materials and structures in the world. Ageing of materials is a natural phenomenon. Each material we use will age. This ageing will influence the performance of the object where the materials is used. Furthermore, the ageing will be affected by the surroundings in which the object is placed. The main focus of the book is on materials used in infrastructure, energy, buildings and industry. The book in effect establishes the definition of ageing and its main research topics that are relevant for society.

High-Dimensional Statistics

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Publisher : Cambridge University Press
ISBN 13 : 1108498027
Total Pages : 571 pages
Book Rating : 4.1/5 (84 download)

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Book Synopsis High-Dimensional Statistics by : Martin J. Wainwright

Download or read book High-Dimensional Statistics written by Martin J. Wainwright and published by Cambridge University Press. This book was released on 2019-02-21 with total page 571 pages. Available in PDF, EPUB and Kindle. Book excerpt: A coherent introductory text from a groundbreaking researcher, focusing on clarity and motivation to build intuition and understanding.

Random Graphs and Complex Networks: Volume 2

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Publisher : Cambridge University Press
ISBN 13 : 1316805581
Total Pages : 508 pages
Book Rating : 4.3/5 (168 download)

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Book Synopsis Random Graphs and Complex Networks: Volume 2 by : Remco van der Hofstad

Download or read book Random Graphs and Complex Networks: Volume 2 written by Remco van der Hofstad and published by Cambridge University Press. This book was released on 2024-02-08 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complex networks are key to describing the connected nature of the society that we live in. This book, the second of two volumes, describes the local structure of random graph models for real-world networks and determines when these models have a giant component and when they are small-, and ultra-small, worlds. This is the first book to cover the theory and implications of local convergence, a crucial technique in the analysis of sparse random graphs. Suitable as a resource for researchers and PhD-level courses, it uses examples of real-world networks, such as the Internet and citation networks, as motivation for the models that are discussed, and includes exercises at the end of each chapter to develop intuition. The book closes with an extensive discussion of related models and problems that demonstratemodern approaches to network theory, such as community structure and directed models.

Modern Discrete Probability

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Publisher : Cambridge University Press
ISBN 13 : 1009305131
Total Pages : 452 pages
Book Rating : 4.0/5 (93 download)

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Book Synopsis Modern Discrete Probability by : Sébastien Roch

Download or read book Modern Discrete Probability written by Sébastien Roch and published by Cambridge University Press. This book was released on 2024-01-18 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: Providing a graduate-level introduction to discrete probability and its applications, this book develops a toolkit of essential techniques for analysing stochastic processes on graphs, other random discrete structures, and algorithms. Topics covered include the first and second moment methods, concentration inequalities, coupling and stochastic domination, martingales and potential theory, spectral methods, and branching processes. Each chapter expands on a fundamental technique, outlining common uses and showing them in action on simple examples and more substantial classical results. The focus is predominantly on non-asymptotic methods and results. All chapters provide a detailed background review section, plus exercises and signposts to the wider literature. Readers are assumed to have undergraduate-level linear algebra and basic real analysis, while prior exposure to graduate-level probability is recommended. This much-needed broad overview of discrete probability could serve as a textbook or as a reference for researchers in mathematics, statistics, data science, computer science and engineering.

The Fundamentals of Heavy Tails

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Publisher : Cambridge University Press
ISBN 13 : 1316511731
Total Pages : 265 pages
Book Rating : 4.3/5 (165 download)

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Book Synopsis The Fundamentals of Heavy Tails by : Jayakrishnan Nair

Download or read book The Fundamentals of Heavy Tails written by Jayakrishnan Nair and published by Cambridge University Press. This book was released on 2022-06-09 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: An accessible yet rigorous package of probabilistic and statistical tools for anyone who must understand or model extreme events.

Statistical Hypothesis Testing in Context

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Publisher : Cambridge University Press
ISBN 13 : 1108423566
Total Pages : 449 pages
Book Rating : 4.1/5 (84 download)

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Book Synopsis Statistical Hypothesis Testing in Context by : Michael P. Fay

Download or read book Statistical Hypothesis Testing in Context written by Michael P. Fay and published by Cambridge University Press. This book was released on 2022-05-05 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: This coherent guide equips applied statisticians to make good choices and proper interpretations in real investigations facing real data.

Nonparametric Inference on Manifolds

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Publisher : Cambridge University Press
ISBN 13 : 1107019583
Total Pages : 252 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Nonparametric Inference on Manifolds by : Abhishek Bhattacharya

Download or read book Nonparametric Inference on Manifolds written by Abhishek Bhattacharya and published by Cambridge University Press. This book was released on 2012-04-05 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ideal for statisticians, this book will also interest probabilists, mathematicians, computer scientists, and morphometricians with mathematical training. It presents a systematic introduction to a general nonparametric theory of statistics on manifolds, with emphasis on manifolds of shapes. The theory has important applications in medical diagnostics, image analysis and machine vision.