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Applied Business Analytics Casebook

Applications in Supply Chain Management, Operations Management, and Operations Research

Pearson Education,
E-Book ( EPUB mit Adobe DRM )
In Ihrem Land nicht verfügbar

Kurzbeschreibung

The first collection of cases on ';big data' analytics for supply chain, operations research, and operations management, this reference puts readers in the position of the analytics professional and decision-maker. Perfect for students, practitioners, and certification candidates in SCM, OM, and OR, these short, focused, to-the-point case studies illustrate the entire decision-making process. They provide realistic opportunities to perform analyses, interpret output, and recommend an optimal course of action. Contributed by leading ';big data' experts, the cases in The Applied Business Analytics Casebook covers: Forecasting and statistical analysis: time series forecasting models, regression models, data visualization, and hypothesis testing Optimization and simulation: linear, integer, and nonlinear programming; Monte Carlo simulation and risk analysis; and stochastic optimization Decision analysis: decision making under uncertainty; expected value of perfect information; decision trees; game theory models; AHP; and multi-criteria decision making Advanced business analytics: data warehousing/mining; text mining; neural networks; financial analytics; CRM analytics; and revenue management models

Details

Titel: Applied Business Analytics Casebook
Autoren/Herausgeber: Matthew J. Drake
Aus der Reihe: FT Press Analytics

ISBN/EAN: 9780133408690

Seitenzahl: 280
Produktform: E-Book
Sprache: Englisch

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