Sucharita Ghosh's Books

Long-Memory Processes

Probabilistic Properties and Statistical Methods

By: Jan Beran,Yuanhua Feng,Sucharita Ghosh,Rafal Kulik

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Long-Memory Processes

Probabilistic Properties and Statistical Methods

By: Jan Beran,Yuanhua Feng,Sucharita Ghosh,Rafal Kulik

Long-memory processes are known to play an important part in many areas of science and technology, including physics, geophysics, hydrology, telecommunications, economics, finance, climatology, and network engineering. In the last 20 years enormous progress has been made in understanding the probabilistic foundations and statistical principles of such processes. This book provides a timely and comprehensive review, including a thorough discussion of mathematical and probabilistic foundations and statistical methods, emphasizing their practical motivation and mathematical justification. Proofs of the main theorems are provided and data examples illustrate practical aspects. This book will be a valuable resource for researchers and graduate students in statistics, mathematics, econometrics and other quantitative areas, as well as for practitioners and applied researchers who need to analyze data in which long memory, power laws, self-similar scaling or fractal properties are relevant.

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Page Count

892

Publisher

Springer Science & Business Media

Published Date

ISBN 10

3642355129

ISBN 13

9783642355127

Kernel Smoothing

Principles, Methods and Applications

By: Sucharita Ghosh

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Kernel Smoothing

Principles, Methods and Applications

By: Sucharita Ghosh

Comprehensive theoretical overview of kernel smoothing methods with motivating examples Kernel smoothing is a flexible nonparametric curve estimation method that is applicable when parametric descriptions of the data are not sufficiently adequate. This book explores theory and methods of kernel smoothing in a variety of contexts, considering independent and correlated data e.g. with short-memory and long-memory correlations, as well as non-Gaussian data that are transformations of latent Gaussian processes. These types of data occur in many fields of research, e.g. the natural and the environmental sciences, and others. Nonparametric density estimation, nonparametric and semiparametric regression, trend and surface estimation in particular for time series and spatial data and other topics such as rapid change points, robustness etc. are introduced alongside a study of their theoretical properties and optimality issues, such as consistency and bandwidth selection. Addressing a variety of topics, Kernel Smoothing: Principles, Methods and Applications offers a user-friendly presentation of the mathematical content so that the reader can directly implement the formulas using any appropriate software. The overall aim of the book is to describe the methods and their theoretical backgrounds, while maintaining an analytically simple approach and including motivating examples—making it extremely useful in many sciences such as geophysics, climate research, forestry, ecology, and other natural and life sciences, as well as in finance, sociology, and engineering. A simple and analytical description of kernel smoothing methods in various contexts Presents the basics as well as new developments Includes simulated and real data examples Kernel Smoothing: Principles, Methods and Applications is a textbook for senior undergraduate and graduate students in statistics, as well as a reference book for applied statisticians and advanced researchers.

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Page Count

272

Publisher

John Wiley & Sons

Published Date

ISBN 10

111845605X

ISBN 13

9781118456057

Theorizing a Bengali Nation

Abul Hashim and the United Bengal Movement, 1937–1947

By: Sucharita Sen

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Theorizing a Bengali Nation

Abul Hashim and the United Bengal Movement, 1937–1947

By: Sucharita Sen

This book explores the philosophical and political roots of the United Bengal movement of 1947 that emerged as a final bid to keep the province united against Partition. Through Abul Hashim, one of its architects, it explores the idea of an independent Bengali nation in the years preceding Independence and examines the underlying tensions of the concept of a Muslim-led independent Bangalistaan and its repercussions on a sizeable Hindu minority. Focusing on Hashim’s writings and political contributions, this monograph highlights his vision of an aesthetic identity rooted within religious principles as well as civic ideals in a new united Bengal, where common law underwritten through religious ideals did not need to be necessarily opposed to western discourses of a modern state. A major, new intervention, this book will be of great interest to scholars and researchers of modern Indian history, especially the Partition, politics, and South Asian studies.

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Page Count

186

Publisher

Taylor & Francis

Published Date

ISBN 10

1040040500

ISBN 13

9781040040508

Long-Memory Processes

Probabilistic Properties and Statistical Methods

By: Jan Beran,Yuanhua Feng,Sucharita Ghosh,Rafal Kulik

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Long-Memory Processes

Probabilistic Properties and Statistical Methods

By: Jan Beran,Yuanhua Feng,Sucharita Ghosh,Rafal Kulik

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N/A

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Solve jigsaw puzzle

Age

Page Count

892

Publisher

Springer Science & Business Media

Published Date

ISBN 10

3642355129

ISBN 13

9783642355127

Kernel Smoothing

Principles, Methods and Applications

By: Sucharita Ghosh

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Kernel Smoothing

Principles, Methods and Applications

By: Sucharita Ghosh

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N/A

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Solve jigsaw puzzle

Age

Page Count

272

Publisher

John Wiley & Sons

Published Date

ISBN 10

111845605X

ISBN 13

9781118456057

Book's by Sucharita Ghosh

Long-Memory Processes

Long-Memory Processes

Kernel Smoothing

Kernel Smoothing

Theorizing a Bengali Nation

Theorizing a Bengali Nation

Long-Memory Processes

Long-Memory Processes

Kernel Smoothing

Kernel Smoothing

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