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Visualization and Imputation of Missing Values: With Applications in R (Statistics and Computing) (Hardcover)

Visualization and Imputation of Missing Values: With Applications in R (Statistics and Computing) Cover Image
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About the Author


Matthias Templ is a Professor at the Institute for Competitiveness and Communication at the University of Applied Sciences and Arts Northwestern Switzerland in Olten, and a lecturer at ETH Zurich and the Vienna University of Technology, where he was awarded the venia docendi (habilitation) in statistics. His main research interests include computational statistics, compositional data analysis, robust statistics, imputation of missing values and anonymization of data. He is the Editor-in-Chief of the Austrian Journal of Statistics and (co-)author of four books including Statistical Disclosure Control for Microdata and Applied Compositional Data Analysis. He is also an author and the maintainer of several R packages, such as the R package sdcMicro for statistical disclosure control, the package robCompositions for robust analysis of compositional data, the simPop package for simulation of synthetic data, and the VIM package for visualization and imputation of missing values.

Product Details
ISBN: 9783031300721
ISBN-10: 3031300726
Publisher: Springer
Publication Date: November 30th, 2023
Pages: 462
Language: English
Series: Statistics and Computing