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Estimation and Inferential Statistics
This book focuses on the meaning of statistical inference and estimation. Statistical inference is concerned with the problems of estimation of population parameters and testing hypotheses. Primarily aimed at undergraduate and postgraduate students of statistics, the book is also useful to professionals and researchers in statistical, medical, social and other disciplines. It discusses current …
- Edition
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- ISBN/ISSN
- 978-81-322-2514-0
- Collation
- 23 b/w illustrations
- Series Title
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- Call Number
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Essentials of Stochastic Processes
Building upon the previous editions, this textbook is a first course in stochastic processes taken by undergraduate and graduate students (MS and PhD students from math, statistics, economics, computer science, engineering, and finance departments) who have had a course in probability theory. It covers Markov chains in discrete and continuous time, Poisson processes, renewal processes, martinga…
- Edition
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- ISBN/ISSN
- 978-3-319-45614-0
- Collation
- 26 b/w illustrations
- Series Title
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- Call Number
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Computational modeling of neural activities for statistical inference
This authored monograph supplies empirical evidence for the Bayesian brain hypothesis by modeling event-related potentials (ERP) of the human electroencephalogram (EEG) during successive trials in cognitive tasks. Bayesian model selection is then used to choose the model which best explains the ERP amplitude fluctuations.
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- ISBN/ISSN
- 9783319812434
- Collation
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- Series Title
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- Call Number
- 519.542
Adaptive Regression for Modeling Nonlinear Relationships
This book presents methods for investigating whether relationships are linear or nonlinear and for adaptively fitting appropriate models when they are nonlinear. Data analysts will learn how to incorporate nonlinearity in one or more predictor variables into regression models for different types of outcome variables. Such nonlinear dependence is often not considered in applied research, yet non…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-33946-7
- Collation
- XXV, 372
- Series Title
- Statistics for Biology and Health
- Call Number
- 519.5 KNA a
Topological and Statistical Methods for Complex Data
This book contains papers presented at the Workshop on the Analysis of Large-scale, High-Dimensional, and Multi-Variate Data Using Topology and Statistics, held in Le Barp, France, June 2013. It features the work of some of the most prominent and recognized leaders in the field who examine challenges as well as detail solutions to the analysis of extreme scale data. The book presents new metho…
- Edition
- 1
- ISBN/ISSN
- 978-3-662-44900-4
- Collation
- XV, 297
- Series Title
- Mathematics and Visualization
- Call Number
- -
Introduction to Nonparametric Statistics for the Biological Sciences Using R
This book contains a rich set of tools for nonparametric analyses, and the purpose of this text is to provide guidance to students and professional researchers on how R is used for nonparametric data analysis in the biological sciences: To introduce when nonparametric approaches to data analysis are appropriate To introduce the leading nonparametric tests commonly used in biostatistics and …
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- ISBN/ISSN
- 978-3-319-30634-6
- Collation
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Rankings and Preferences: New Results in Weighted Correlation and Weighted Pr…
This book examines in detail the correlation, more precisely the weighted correlation and applications involving rankings. A general application is the evaluation of methods to predict rankings. Others involve rankings representing human preferences to infer user preferences; the use of weighted correlation with microarray data and those in the domain of time series. In this book we present new…
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- ISBN/ISSN
- 978-3-662-48344-2
- Collation
- -
- Series Title
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- Call Number
- 001.4
A Course in Mathematical Statistics and Large Sample Theory
This graduate-level textbook is primarily aimed at graduate students of statistics, mathematics, science, and engineering who have had an undergraduate course in statistics, an upper division course in analysis, and some acquaintance with measure theoretic probability. It provides a rigorous presentation of the core of mathematical statistics. Part I of this book constitutes a one-semester c…
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- ISBN/ISSN
- 978-1-4939-4032-5
- Collation
- -
- Series Title
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- Call Number
- 519.5 BHA c
Time Series Modeling for Analysis and Control
This book presents multivariate time series methods for the analysis and optimal control of feedback systems. Although ships’ autopilot systems are considered through the entire book, the methods set forth in this book can be applied to many other complicated, large, or noisy feedback control systems for which it is difficult to derive a model of the entire system based on theory in that subj…
- Edition
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- ISBN/ISSN
- 978-4-431-55303-8
- Collation
- 63 b/w illustrations, 14 illustrations in colour
- Series Title
- -
- Call Number
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Theoretical Aspects of Spatial-Temporal Modeling
This book provides a modern introductory tutorial on specialized theoretical aspects of spatial and temporal modeling. The areas covered involve a range of topics which reflect the diversity of this domain of research across a number of quantitative disciplines. For instance, the first chapter provides up-to-date coverage of particle association measures that underpin the theoretical properties…
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- ISBN/ISSN
- 978-4-431-55336-6
- Collation
- -
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