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Topological Data Analysis: Research Methods
Hardcover
Series: Bloomsbury Research Methods
ISBN13: 9781350564381
Publisher: Bloomsbury Academic
Published: Mar 2 2028
Pages: 256
Weight: 1.00
Height: 1.00 Width: 6.14 Depth: 9.21
Language: English
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.
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