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Recent Advances in Theory and Methods for the Analysis of High Dimensional and High Frequency Financial Data

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Nonparametric Function Estimation, Modeling, and Simulation

analysis points, multi-dimensional data analysis, and analysis of remote sensing data, cancer progression, chaos theory, epidemiological modeling;

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Big Data in Omics and Imaging, Two Volume Set

analysis and the modern advanced statistical methods for big data Provides tools for high dimensional data reduction Discusses searching;

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High-dimensional Data Analysis

-dimensional data analysis to explore key ideas for statistical inference and prediction.It is structured around topics on multiple hypothesis testing;

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Big Data in Omics and Imaging: Association Analysis

analysis, from low-dimensional to high dimensional, multivariate to functional data analysis with next-generation sequencing (NGS) data, and from;

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Big Data in Omics and Imaging: Association Analysis

-dimensional to high dimensional, multivariate to functional data analysis with next-generation sequencing (NGS) data, and from homogeneous populations;

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Data Theory and Dimensional Analysis

For many readers, data theory is probably unfamiliar. Data isn't usually the subject matter of theory in and of itself. However, in this;

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Infinite Dimensional Harmonic Analysis Iv

The Fourth Conference on Infinite Dimensional Harmonic Analysis brought together experts in harmonic analysis, operator algebras and;

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Statistical Foundations of Data Science

Provides theoretical insights and justification of the statistical procedures for the analysis of high-dimensional data Presents a general;

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Intelligent Decision Technologies

specific topics, such as Intelligent Data Processing and its Applications High-Dimensional Data Analysis and its Applications Multi-Criteria;

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Perspectives on Big Data Analysis

This volume contains the proceedings of the International Workshop on Perspectives on High-dimensional Data Analysis II, held May 30-June 1;

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Application Of Dimensional Analysis In Systems Modeling And

. Application of Dimensional Analysis in Systems Modeling and Control Design provides an introduction to the fundamentals of dimensional analysis for;

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Exploration and Analysis of DNA Microarray and Other High-Dimensional Data

of Environmental Quality Exploration and Analysis of DNA Microarray and Other High-Dimensional Data, Second Edition provides comprehensive coverage;

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Dimensional Analysis Of Food Process

This book deals with the modeling of food processing using dimensional analysis. When coupled to experiments and to the theory;

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Statistics and Analysis of Scientific Data

Statistics and Analysis of Scientific Data covers the foundations of probability theory and statistics, and a number of numerical and;

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Quantum Probability And Infinite Dimensional Analysis - Proceedings Of The 26th Conference

information theory and modern mathematical finance. This diversity illustrates that research in quantum probability and infinite dimensional analysis;

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High-Dimensional Covariance Matrix Estimation

setting, and introduces the basic concepts and major results related to spectral statistics and random matrix theory under high-dimensional;

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Principles and Methods for Data Science

, Analysis of microarray gene expression data using information theory and stochastic algorithm, Hybrid Models, Markov Chain Monte Carlo Methods;

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Statistics and Analysis of Scientific Data

Statistics and Analysis of Scientific Data covers the foundations of probability theory and statistics, and a number of numerical;

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Dimensional Analysis

Great Book! Very clear and easy to understand. Made pharmacology a cake walk! - Zoe S., Amazon Reviewer Best dimensional analysis book;

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Sparse representation of High Dimensional Data for Classification

In this book you will find the use of sparse Principal Component Analysis (PCA) for representing high dimensional data for classification;

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An Introduction to Bayesian Analysis

This is a graduate-level textbook on Bayesian analysis blending modern Bayesian theory, methods, and applications. Starting from basic;

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Theory and Computation of Tensors

Theory and Computation of Tensors: Multi-Dimensional Arrays investigates theories and computations of tensors to broaden perspectives;

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Swarm Intelligence Methods for Statistical Regression

A core task in statistical analysis, especially in the era of Big Data, is the fitting of flexible, high-dimensional, and non-linear models;

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Swarm Intelligence Methods for Statistical Regression

A core task in statistical analysis, especially in the era of Big Data, is the fitting of flexible, high-dimensional, and non-linear models;

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Foundations of Data Science

-dimensional geometry, and analysis of large networks. Topics include the counterintuitive nature of data in high dimensions, important linear;

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Gaussian Process Regression Analysis for Functional Data

discuss functional data analysis, theoretical aspects based on the asymptotic properties of Gaussian process regression models, and new;

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