Analysis of Multivariate and High-Dimensional Data: Series Number 32 (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 32) - Image 1

£59.99

Cambridge University Press Analysis of Multivariate and High-Dimensional Data: Series Number 32 (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 32)

Name: Analysis of Multivariate and High-Dimensional Data: Series Number 32 (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 32)
Brand: Cambridge University Press
Price: 59.99 GBP
Availability: InStock

Econometrics

Price History & Forecast

Last 5 days • 5 data points (No recent data available)

Historical

Generating forecast...

Price Distribution

Price distribution over 5 days • 1 price levels

Days at Price

Price Analysis

Most common price: £60 (5 days, 100.0%)

Price range: £60 - £60

Price levels: 1 different prices over 5 days

Description

'Big data' poses challenges that require both classical multivariate methods and contemporary techniques from machine learning and engineering. This modern text equips you for the new world - integrating the old and the new, fusing theory and practice and bridging the gap to statistical learning. The theoretical framework includes formal statements that set out clearly the guaranteed 'safe operating zone' for the methods and allow you to assess whether data is in the zone, or near enough. Extensive examples showcase the strengths and limitations of different methods with small classical data, data from medicine, biology, marketing and finance, high-dimensional data from bioinformatics, functional data from proteomics, and simulated data. High-dimension low-sample-size data gets special attention. Several data sets are revisited repeatedly to allow comparison of methods. Generous use of colour, algorithms, Matlab code, and problem sets complete the package. Suitable for master's/graduate students in statistics and researchers in data-rich disciplines.

Product Specifications

Brand: Cambridge University Press
Format: hardcover
ASIN: 0521887933
Category: Books > Subjects > Business, Finance & Law > Economics > Econometrics
Domain: Amazon UK
Release Date: 02 December 2013
Listed Since: 03 March 2013

Barcode

No barcode data available

Cambridge University Press Analysis of Multivariate and High-Dimensional Data: Series Number 32 (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 32)

Price History & Forecast

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

Similar Products You Might Like

High-Dimensional Statistics: A Non-Asymptotic Viewpoint: 48 (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 48)

Numerical Methods of Statistics: 32 (Cambridge Series in Statistical and Probabilistic Mathematics)

Foundations of Data Science

Model-Based Clustering and Classification for Data Science: With Applications in R: Series Number 50 (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 50)

Big and Complex Data Analysis: Methodologies and Applications (Contributions to Statistics)

High-Dimensional Data Analysis with Low-Dimensional Models: Principles, Computation, and Applications

Multivariate Approximation: 32 (Cambridge Monographs on Applied and Computational Mathematics, Series Number 32)

High-Dimensional Probability: An Introduction with Applications in Data Science: 47 (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 47)

Probabilistic Data-Driven Modeling

Data Modeling for the Sciences: Applications, Basics, Computations

A First Course in Random Matrix Theory: for Physicists, Engineers and Data Scientists

Big and Complex Data Analysis: Methodologies and Applications (Contributions to Statistics)

Springer Matrix-Based Introduction to Multivariate Data Analysis

Matrix-Based Introduction to Multivariate Data Analysis

Probability and Statistics for Data Science

Handbook of Big Data (Chapman & Hall/CRC Handbooks of Modern Statistical Methods)

Multivariate Analysis (Wiley Series in Probability and Statistics)

Applied Multiway Data Analysis (Wiley Series in Probability and Statistics)

Computational Statistics in the Earth Sciences: With Applications in MATLAB

Analyzing Network Data in Biology and Medicine: An Interdisciplinary Textbook for Biological, Medical and Computational Scientists

Probability and Statistics for Data Science

Matrix-Based Introduction to Multivariate Data Analysis

Multivariate Statistics: High-Dimensional and Large-Sample Approximations (Wiley Series in Probability and Statistics)

Perspectives on Big Data Analysis: Methodologies and Applications: International Workshop on Perspectives on High-Dimension Data Anlaysis II, May ... Quebec, Canada (Contemporary Mathematics)