Frontiers in Probability and the Statistical Sciences – serie
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20 produkter
Statistical Methods for Ranking Data
Inbunden, 2014
1423 kr
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This book introduces advanced undergraduate, graduate students and practitioners to statistical methods for ranking data. An important aspect of nonparametric statistics is oriented towards the use of ranking data. Rank correlation is defined through the notion of distance functions and the notion …
Statistical Methods for Ranking Data
Häftad, 2016
1423 kr
Lägg i varukorg
This book introduces advanced undergraduate, graduate students and practitioners to statistical methods for ranking data. An important aspect of nonparametric statistics is oriented towards the use of ranking data. Rank correlation is defined through the notion of distance functions and the notion …
Statistical Analysis of Microbiome Data
Av Somnath Datta, Subharup Guha
Inbunden, 2021
1314 kr
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Microbiome research has focused on microorganisms that live within the human body and their effects on health. During the last few years, the quantification of microbiome composition in different environments has been facilitated by the advent of high throughput sequencing technologies. The …
Statistical Analysis of Microbiome Data
Av Somnath Datta, Subharup Guha
Häftad, 2022
1131 kr
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Microbiome research has focused on microorganisms that live within the human body and their effects on health. During the last few years, the quantification of microbiome composition in different environments has been facilitated by the advent of high throughput sequencing technologies. The …
Multivariate Statistical Methods
Going Beyond the Linear
Inbunden, 2021
1205 kr
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This book presents a general method for deriving higher-order statistics of multivariate distributions with simple algorithms that allow for actual calculations. Multivariate nonlinear statistical models require the study of higher-order moments and cumulants. The main tool used for the definitions …
Multivariate Statistical Methods
Going Beyond the Linear
Häftad, 2022
1205 kr
Lägg i varukorg
This book presents a general method for deriving higher-order statistics of multivariate distributions with simple algorithms that allow for actual calculations. Multivariate nonlinear statistical models require the study of higher-order moments and cumulants. The main tool used for the definitions …
Introduction to the Statistics of Poisson Processes and Applications
Inbunden, 2023
1858 kr
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This book covers an extensive class of models involving inhomogeneous Poisson processes and deals with their identification, i.e. the solution of certain estimation or hypothesis testing problems based on the given dataset. These processes are mathematically easy-to-handle and appear in numerous …
Introduction to the Statistics of Poisson Processes and Applications
Häftad, 2024
1858 kr
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This book covers an extensive class of models involving inhomogeneous Poisson processes and deals with their identification, i.e. the solution of certain estimation or hypothesis testing problems based on the given dataset. These processes are mathematically easy-to-handle and appear in numerous …
Sharp Inequalities for Ordered Random Variables in Statistics and Reliability
Volume I: Standard Order Statistics
Av Narayanaswamy Balakrishnan, Tomasz Rychlik
Inbunden, 2024
1858 kr
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The book discusses various inequalities and sharp bounds for the usual order statistics as well as some functions of them. In particular, deterministic bounds, bounds for the case of IID samples from general, symmetric and life distributions, IID samples from shape restricted family of …
Sharp Inequalities for Ordered Random Variables in Statistics and Reliability
Volume I: Standard Order Statistics
Av Narayanaswamy Balakrishnan, Tomasz Rychlik
Häftad, 2025
1858 kr
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The book discusses various inequalities and sharp bounds for the usual order statistics as well as some functions of them. In particular, deterministic bounds, bounds for the case of IID samples from general, symmetric and life distributions, IID samples from shape restricted family of …
From Nonparametric Regression to Statistical Inference for Non-Ergodic Diffusion Processes
Inbunden, 2025
1314 kr
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This book is about copies-based nonparametric estimation of the drift function in stochastic differential equations (SDEs) driven by Brownian motion, a jump process, or fractional Brownian motion. While the estimators of the drift function in SDEs are classically computed from one long-time …
Random Toeplitz Functionals and Their Applications
Inbunden, 2025
1749 kr
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This book presents recent findings on central and non-central limit theorems for Toeplitz and tapered Toeplitz random quadratic functionals of stationary processes, with applications in spectral-based statistical inference. It focuses on Gaussian, orthogonal increment-driven, and Lévy-driven linear …
Statistical Analysis of Next Generation Sequencing Data
Av Somnath Datta, Dan Nettleton
Inbunden, 2014
1577 kr
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Next Generation Sequencing (NGS) is the latest high throughput technology to revolutionize genomic research. NGS generates massive genomic datasets that play a key role in the big data phenomenon that surrounds us today. To extract signals from high-dimensional NGS data and make valid statistical …
Nonparametric Bayesian Inference in Biostatistics
Inbunden, 2015
1129 kr
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As chapters in this book demonstrate, BNP has important uses in clinical sciences and inference for issues like unknown partitions in genomics. Nonparametric Bayesian approaches (BNP) play an ever expanding role in biostatistical inference from use in proteomics to clinical trials. Many research …
Model-Free Prediction and Regression
A Transformation-Based Approach to Inference
Inbunden, 2015
1096 kr
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The Model-Free Prediction Principle expounded upon in this monograph is based on the simple notion of transforming a complex dataset to one that is easier to work with, e.g., i.i.d. or Gaussian. As such, it restores the emphasis on observable quantities, i.e., current and future data, as opposed to …
Model-Free Prediction and Regression
A Transformation-Based Approach to Inference
Häftad, 2016
1096 kr
Lägg i varukorg
The Model-Free Prediction Principle expounded upon in this monograph is based on the simple notion of transforming a complex dataset to one that is easier to work with, e.g., i.i.d. or Gaussian. As such, it restores the emphasis on observable quantities, i.e., current and future data, as opposed to …
Nonparametric Bayesian Inference in Biostatistics
Häftad, 2016
1096 kr
Lägg i varukorg
As chapters in this book demonstrate, BNP has important uses in clinical sciences and inference for issues like unknown partitions in genomics. Nonparametric Bayesian approaches (BNP) play an ever expanding role in biostatistical inference from use in proteomics to clinical trials. Many research …
Statistical Analysis of Next Generation Sequencing Data
Av Somnath Datta, Dan Nettleton
Häftad, 2016
1577 kr
Lägg i varukorg
Next Generation Sequencing (NGS) is the latest high throughput technology to revolutionize genomic research. NGS generates massive genomic datasets that play a key role in the big data phenomenon that surrounds us today. To extract signals from high-dimensional NGS data and make valid statistical …
Statistical Analysis of Proteomics, Metabolomics, and Lipidomics Data Using Mass Spectrometry
Av Susmita Datta, Bart J. A. Mertens
Inbunden, 2016
1858 kr
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This book presents an overview of computational and statistical design and analysis of mass spectrometry-based proteomics, metabolomics, and lipidomics data. This contributed volume provides an introduction to the special aspects of statistical design and analysis with mass spectrometry data for …
Statistical Analysis of Proteomics, Metabolomics, and Lipidomics Data Using Mass Spectrometry
Av Susmita Datta, Bart J. A. Mertens
Häftad, 2018
1858 kr
Lägg i varukorg
This book presents an overview of computational and statistical design and analysis of mass spectrometry-based proteomics, metabolomics, and lipidomics data. This contributed volume provides an introduction to the special aspects of statistical design and analysis with mass spectrometry data for …
