High-Dimensional Regression Analysis and Artificial Intelligence

Theory, Methods and Applications

Asaf Hajiyev, Jiuping Xu (Autoren)

Online Resource

XXII, 437 Seiten

2026
Springer Singapore (Hersteller)
978-981-95-2514-0 (ISBN)

Produkt-Details

• Erscheint lt. Verlag: 22.2.2026
• Reihe/Serie: Mathematics and Statistics
• Reihe/Serie: Mathematics and Statistics (R0)
• Zusatzinfo: XXII, 437 p. 90 illus., 85 illus. in color.
• Verlagsort: Singapore
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
• Schlagworte: credibility assessment of AI explanations in real data • credibility evaluation of AI model explanations • explainable AI with confidence scoring • high-dimensional nonlinear regression • Interpretable Artificial Intelligence • robust statistical modeling • statistical confidence for AI interpretations
• ISBN-10: 981-95-2514-4 / 9819525144
• ISBN-13: 978-981-95-2514-0 / 9789819525140
• Zustand: Neuware