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 Financial Econometrics and Empirical Market Microstructure by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book Systems Thinking and Moral Imagination by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book Materials and Manufacturing Processes by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book Visibility-based Optimal Path and Motion Planning by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book Marian Devotions, Political Mobilization, and Nationalism in Europe and America by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book Piezoelectric Accelerometers with Integral Electronics by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book PET/CT in Prostate Cancer by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book Open Problems in Mathematics and Computational Science by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book Metal Nanoparticles and Clusters by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book Electrochemistry of Immobilized Particles and Droplets by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book Intelligent Systems II: Complete Approximation by Neural Network Operators by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book Crowd Dynamics, Volume 1 by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book Science and Geopolitics of The White World by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book Clinical Management of Pregnancies following ART by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle
Cover of the book Laser Interaction with Heterogeneous Biological Tissue 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