Basic Elements of Computational Statistics

Nonfiction, Science & Nature, Mathematics, Statistics, Computers, Application Software, General Computing
Cover of the book Basic Elements of Computational Statistics by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle ISBN: 9783319553368
Publisher: Springer International Publishing Publication: September 29, 2017
Imprint: Springer Language: English
Author: Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
ISBN: 9783319553368
Publisher: Springer International Publishing
Publication: September 29, 2017
Imprint: Springer
Language: English

This textbook on computational statistics presents tools and concepts of univariate and multivariate statistical data analysis with a strong focus on applications and implementations in the statistical software R. It covers mathematical, statistical as well as programming problems in computational statistics and contains a wide variety of practical examples. In addition to the numerous R sniplets presented in the text, all computer programs (quantlets) and data sets to the book are available on GitHub and referred to in the book. This enables the reader to fully reproduce as well as modify and adjust all examples to their needs.

The book is intended for advanced undergraduate and first-year graduate students as well as for data analysts new to the job who would like a tour of the various statistical tools in a data analysis workshop. The experienced reader with a good knowledge of statistics and programming might skip some sections on univariate models and enjoy the various ma

thematical roots of multivariate techniques.

The Quantlet platform quantlet.de, quantlet.com, quantlet.org is an integrated QuantNet environment consisting of different types of statistics-related documents and program codes. Its goal is to promote reproducibility and offer a platform for sharing validated knowledge native to the social web.  QuantNet and the corresponding Data-Driven Documents-based visualization allows readers to reproduce the tables, pictures and calculations inside this Springer book.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This textbook on computational statistics presents tools and concepts of univariate and multivariate statistical data analysis with a strong focus on applications and implementations in the statistical software R. It covers mathematical, statistical as well as programming problems in computational statistics and contains a wide variety of practical examples. In addition to the numerous R sniplets presented in the text, all computer programs (quantlets) and data sets to the book are available on GitHub and referred to in the book. This enables the reader to fully reproduce as well as modify and adjust all examples to their needs.

The book is intended for advanced undergraduate and first-year graduate students as well as for data analysts new to the job who would like a tour of the various statistical tools in a data analysis workshop. The experienced reader with a good knowledge of statistics and programming might skip some sections on univariate models and enjoy the various ma

thematical roots of multivariate techniques.

The Quantlet platform quantlet.de, quantlet.com, quantlet.org is an integrated QuantNet environment consisting of different types of statistics-related documents and program codes. Its goal is to promote reproducibility and offer a platform for sharing validated knowledge native to the social web.  QuantNet and the corresponding Data-Driven Documents-based visualization allows readers to reproduce the tables, pictures and calculations inside this Springer book.

More books from Springer International Publishing

Cover of the book Social Movements and the Spanish Transition by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book Poetry and Mindfulness by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book Novel Biomarkers in the Continuum of Breast Cancer by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book Sentiment Analysis and Ontology Engineering by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book Springer Handbook of Petroleum Technology by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book Wandering Towards a Goal by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book Understanding an Orogenic Belt by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book Climate Change Adaptation, Resilience and Hazards by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book The Puzzle of Perceptual Justification by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book Information Systems Architecture and Technology: Proceedings of 37th International Conference on Information Systems Architecture and Technology – ISAT 2016 – Part II by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book Current Trends on Knowledge-Based Systems by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book Post-Soviet Migration and Diasporas by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book Spectral Theory and Quantum Mechanics by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book Handbook of Consult and Inpatient Gynecology by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book High Performance Computing in Science and Engineering ´16 by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy