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Introduction to Management Science and Business Analytics "A Modeling and Case Studies Approach with Spreadsheets "

Introduction to Management Science and Business Analytics "A Modeling and Case Studies Approach with Spreadsheets "

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  • ISBN:9781265040055
  • Editorial: UK-Mcgraw-Hill
  • Fecha de la edición:
  • Número de la edición: 7
  • Encuadernación:
  • Nº Pág.:770
  • Idiomas:Inglés

Materias:

PART 1 The Essence of Management Science and Business Analytics
1 Introduction
2 Overview of the Analysis Process

PART 2 Models for Predictive Analytics
3 Classification and Prediction Models for Predictive Analytics
4 Predictive Analytics Based on Traditional Forecasting Methods

PART 3 Using Linear Programming to Perform Prescriptive Analytics
5 Linear Programming: Basic Concepts
6 Linear Programming: Formulation and Applications
7 The Art of Modeling with Spreadsheets
8 What-If Analysis for Linear Programming
9 Network Optimization Problems

PART 4 Using Integer or Nonlinear Programming to Perform Prescriptive Analytics
10 Integer Programming
11 Nonlinear Programming

PART 5 Traditional Uncertainty Models for Performing Predictive or Prescriptive Analytics
12 Decision Analysis
13 Queueing Models
14 Computer Simulation: Basic Concepts
15 Computer Simulation with Analytic Solver

APPENDIXES
A Tips for Using Microsoft Excel for Modeling
B Partial Answers to Selected Problems

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