Basic Data Analysis for Time Series with R

Basic Data Analysis for Time Series with R

English | True PDF | 2014 | 308 Pages | ISBN : 1118422546 | 12.72 MB

Written at a readily accessible level, Basic Data Analysis for Time Series with R emphasizes the mathematical importance of collaborative analysis of data used to collect increments of time or space. Balancing a theoretical and practical approach to analyzing data within the context of serial correlation, the book presents a coherent and systematic regression-based approach to model selection. The book illustrates these principles of model selection and model building through the use of information criteria, cross validation, hypothesis tests, and confidence intervals.
Focusing on frequency- and time-domain and trigonometric regression as the primary themes, the book also includes modern topical coverage on Fourier series and Akaike's Information Criterion (AIC). In addition, Basic Data Analysis for Time Series with R also features:

Real-world examples to provide readers with practical hands-on experience
Multiple R software subroutines employed with graphical displays
Numerous exercise sets intended to support readers understanding of the core concepts
Specific chapters devoted to the analysis of the Wolf sunspot number data and the Vostok ice core data sets


[Fast Download] Basic Data Analysis for Time Series with R

Related eBooks:
Automated Data Collection with R: A Practical Guide to Web Scraping and Text Mining
SQL Server 2017 Developer's Guide
SQL Programming: The Ultimate Step-By-Step Guide to Learning SQL for Beginners
Applied Unsupervised Learning with Python
Digital Libraries for Open Knowledge
Information Systems: Research, Development, Applications, Education
Healthy SQL: A Comprehensive Guide to Healthy SQL Server Performance
Enterprise Performance Intelligence and Decision Patterns
Beginner's T-SQL Training Guide
Wiley Interscience Relational Database Index Design and the Optimizers Jun 2005
SQL Server 2005 Distilled
Oracle and Java Development (Sams White Book)
Copyright Disclaimer:
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.