By Matthew J. Drake
The first number of instances on “big information” analytics for offer chain, operations learn, and operations administration, this reference places readers within the place of the analytics specialist and decision-maker. ideal for college students, practitioners, and certification applicants in SCM, OM, and OR, those brief, concentrated, to-the-point case reviews illustrate the whole decision-making technique. they supply real looking possibilities to accomplish analyses, interpret output, and suggest an optimum plan of action. Contributed through major “big facts” specialists, the instances in The utilized company Analytics Casebook covers:
- Forecasting and statistical research: time sequence forecasting types, regression types, information visualization, and speculation testing
- Optimization and simulation: linear, integer, and nonlinear programming; Monte Carlo simulation and threat research; and stochastic optimization
- Decision research: determination making lower than uncertainty; anticipated price of excellent details; determination timber; online game conception types; AHP; and multi-criteria determination making
- Advanced enterprise analytics: facts warehousing/mining; textual content mining; neural networks; monetary analytics; CRM analytics; and profit administration models
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The Applied Business Analytics Casebook: Applications in Supply Chain Management, Operations Management, and Operations Research (FT Press Analytics) by Matthew J. Drake