TY  - BOOK
T1  - Statistical Models and Methods for Data Science
T2  - Studies in classification, data analysis, and knowledge organization
A2  - Grilli, Leonardo
A2  - Monia Lupparelli
A2  - Carla Rampichini
A2  - Emilia Rocco
A2  - Maurizio Vichi
LA  - English
UL  - https://tuklas.up.edu.ph/Record/UP-8027390931311296460
AB  - This book focuses on methods and models in classification and data analysis and presents real-world applications at the interface with data science. Numerous topics are covered, ranging from statistical inference and modelling to clustering and factorial methods, and from directional data analysis to time series analysis and small area estimation. The applications deal with new developments in a variety of fields, including medicine, finance, engineering, marketing, and cyber risk. The contents comprise selected and peer-reviewed contributions presented at the 13th Scientific Meeting of the Classification and Data Analysis Group of the Italian Statistical Society, CLADAG 2021, held (online) in Florence, Italy, on September 911, 2021. CLADAG promotes advanced methodological research in multivariate statistics with a special focus on data analysis and classification, and supports the exchange and dissemination of ideas, methodological concepts, numerical methods, algorithms, and computational and applied results at the interface between classification and data science
OP  - 188
NO  - Includes index
CN  - QA 76.9 S73 2023
SN  - 9783031301636
KW  - Applied Statistics : Data Analysis and Big Data : Data Science : Statistical Learning : Statistical Theory and Methods : Statistics and Computing.
ER  -