Sari: Frontiers in Probability and the Statistical Sciences
(Ilmumisaeg: 26-Sep-2024, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031613463)
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...Loe edasi...
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 pr...Loe edasi...
Sari: Frontiers in Probability and the Statistical Sciences
(Ilmumisaeg: 06-Sep-2023, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031370533)
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 pr...Loe edasi...
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...Loe edasi...
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 a...Loe edasi...
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 adv...Loe edasi...
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...Loe edasi...
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 de...Loe edasi...
Sari: Frontiers in Probability and the Statistical Sciences
(Ilmumisaeg: 22-Dec-2016, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319458076)
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 de...Loe edasi...
Sari: Frontiers in Probability and the Statistical Sciences
(Ilmumisaeg: 23-Nov-2015, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319213460)
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 quan...Loe edasi...
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 i...Loe edasi...
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 hi...Loe edasi...
Sari: Frontiers in Probability and the Statistical Sciences
(Ilmumisaeg: 17-Sep-2016, Paperback / softback, Kirjastus: Springer-Verlag New York Inc., ISBN-13: 9781493947812)
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 thro...Loe edasi...
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 quan...Loe edasi...
Sari: Frontiers in Probability and the Statistical Sciences
(Ilmumisaeg: 07-Aug-2015, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319195179)
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 i...Loe edasi...
Sari: Frontiers in Probability and the Statistical Sciences
(Ilmumisaeg: 03-Sep-2014, Hardback, Kirjastus: Springer-Verlag New York Inc., ISBN-13: 9781493914708)
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 thro...Loe edasi...
Sari: Frontiers in Probability and the Statistical Sciences
(Ilmumisaeg: 21-Jul-2014, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319072111)
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 hi...Loe edasi...
