Platform Supply Chains 2 Platform Supply Chains 2
Platform Supply Chains in the AI Era

Platform Supply Chains 2

Statistical Theories and Applications

Jiahui Zou and Others

Publisher Description

This open access book delves into methodologies for addressing prevalent statistical problems in supply chains—including prediction with multi-source data, density response prediction and ranking problems—leveraging model averaging techniques and numerical experiments. Its innovation lies in addressing uncertainty in model design and variable selection by integrating multiple viable candidate models instead of relying on a single one, while enhancing model performance through tailored model-averaging weight criteria.

The intended readership of this book includes undergraduate students in universities, graduates, and academic researchers in the field of management science, data science and statistics. This book is suitable for those with a master's degree or above in management science or statistics.

GENRE
Business & Personal Finance
RELEASED
2026
30 July
LANGUAGE
EN
English
LENGTH
189
Pages
PUBLISHER
Springer Nature Singapore
PROVIDER INFO
Springer Science & Business Media LLC
SIZE
27
MB