Topological Data Analysis
Research Methods
Buying pre-order items
Ebooks and Audiobook
You will receive an email with a download link for the ebook or audiobook on the publication date.
Payment
You will not be charged for pre-ordered books until they are available to be shipped. Pre-ordered ebooks will not be charged for until they are available for download.
Amending or cancelling your order
For orders that have not been shipped you can usually make changes to pre-orders up to 72 hours before the publishing date.
Payment for this pre-order will be taken when the item becomes available
- Delivery and returns info
-
Free CA delivery on orders $40 or over
Description
Taking data visualisation as a key tenet of empirical investigation, this book guides readers through the intuitive use of Topological Data Analysis Ball Mapper (TDABM). This emerging data science tool is central to model evaluation, research development and the visualisation of multivariate datasets. Despite the many benefits of data visualisation, empirical work often undervalues the data upon which statistical inferences are later drawn. Where there are visualisations, the ability to truly see what is happening within our data is constrained by the plots employed. TDABM offers a means to overcome these limitations to realise the benefits of visualisation.
Taking an intuitive approach that shows how the necessary code can be constructed in R, examples throughout the book enable readers to build their analysis to suit whatever projects they are currently working on. This complete introduction to TDABM shows how it is informing and underpinning research in the social sciences and gives readers the confidence to apply it to their own data.
Table of Contents
Preface to the Second Edition
Acknowledgements
1. Data and Data Visualisation
2. Topological Data Analysis
3. Topological Data Analysis Ball Mapper Algorithm
4. Evaluating Statistical Models
5. Extensions
6. Implementation in R
Glossary
Bibliography
Index
Product details
| Published | Jan 07 2027 |
|---|---|
| Format | Paperback |
| Edition | 1st |
| Pages | 144 |
| ISBN | 9781350564374 |
| Imprint | Bloomsbury Academic |
| Dimensions | 234 x 156 mm |
| Series | Bloomsbury Research Methods |
| Publisher | Bloomsbury Publishing |
Related Titles
