Statistical Science with MATLAB is a comprehensive data science handbook using MATLAB (R2025a). The volume guides readers from the basics of MATLAB and linear algebra through exploratory data analysis, distributions, parameter estimation, handling missing values and outliers, correlation, association, distances, similarity, and PCA. With worked examples, line-by-line commented code, exercises with online solutions, and integration with the FSDA toolbox, the book combines statistical rigor with real-world applications, including time series, web data, advanced graphics, and dimensionality reduction.
Data Science with MATLAB / Atkinson, Anthony Curtis; Corbellini, Aldo; Grossi, Luigi; Laurini, Fabrizio; Morelli, Gianluca; Perrotta, Domenico; Riani, Marco; Torti, Francesca. - (2025).
Data Science with MATLAB
Atkinson Anthony;Corbellini Aldo;Grossi Luigi;Laurini Fabrizio;Morelli Gianluca;Riani Marco;Torti Francesca
2025-01-01
Abstract
Statistical Science with MATLAB is a comprehensive data science handbook using MATLAB (R2025a). The volume guides readers from the basics of MATLAB and linear algebra through exploratory data analysis, distributions, parameter estimation, handling missing values and outliers, correlation, association, distances, similarity, and PCA. With worked examples, line-by-line commented code, exercises with online solutions, and integration with the FSDA toolbox, the book combines statistical rigor with real-world applications, including time series, web data, advanced graphics, and dimensionality reduction.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
