Manipulating and Pre-Processing Data with R: Statistics with R Series

Nirmal Kumar, N. K. Sinha, R. N. Sahoo and P. Santra

Published by Brillion Publishing, 2021

ISBN 10: 9390757363 (ISBN 13: 9789390757367)

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Contents: 1. Download and installation of R. 2. Data-reading and writing. 3. Data-overview in R. 4. Data manipulations. 5. Descriptive statistics. 6. Data distribution. 7. Detection of outliers. 8. Data-transformation. 9. Homoscedasticity and heteroscedasticity. 10. Text data pre-processing. We collect data from various sources which have different structure. Before integrating these data for modelling or other purposes, first logical step is the manipulation and pre-processing of data in terms of identifying missing data, detection of outliers, knowing the probability distribution, data transformation, data standardization, etc. These pre-processing techniques aim at improving the quality and accuracy in data interpretation and modelling. However, in many cases, these tests are avoided due to unawareness or due to unavailability of heavily paid softwares.

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Bibliographic details

Title
Manipulating and Pre-Processing Data with R: Statistics with R Series
Author
Nirmal Kumar, N. K. Sinha, R. N. Sahoo and P. Santra
Publisher
Brillion Publishing
Publication year
2021
Condition
New
Binding
Hardcover

Vedams eBooks (P) Ltd

New Delhi, India

4-star seller

AbeBooks seller since January 30, 2009

Shipping rates from India to U.S.A.

Item20 to 24 business days4 to 7 business days
First itemUS$ 19.59US$ 35.82
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