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Introduction to Business Analytics Using Simulation

Specificaties
Paperback, blz. | Engels
Elsevier Science | e druk, 2022
ISBN13: 9780323917179
Rubricering
Elsevier Science e druk, 2022 9780323917179
Verwachte levertijd ongeveer 8 werkdagen

Samenvatting

Introduction to Business Analytics Using Simulation, Second Edition employs an innovative strategy to teach business analytics. The book uses simulation modeling and analysis as mechanisms to introduce and link predictive and prescriptive modeling. Because managers can't fully assess what will happen in the future, but must still make decisions, the book treats uncertainty as an essential element in decision-making. Its use of simulation gives readers a superior way of analyzing past data, understanding an uncertain future, and optimizing results to select the best decision. With its focus on uncertainty and variability, this book provides a comprehensive foundation for business analytics.

Students will gain a better understanding of fundamental statistical concepts that are essential to marketing research, Six-Sigma, financial analysis, and business analytics.

Specificaties

ISBN13:9780323917179
Taal:Engels
Bindwijze:Paperback

Inhoudsopgave

1. Business Analytics is Making Decisions<br>2. Decision Trees<br>3. Decision-Making and Simulation<br>4. Probability: Measuring Uncertainty<br>5. Subjective Probability Distributions<br>6. Empirical Probability Distributions<br>7. Theoretical Probability Distributions<br>8. Simulation Accuracy: Central Limit Theorem and Sampling<br>9. Simulation Fit and Significance: Chi-Square and ANOVA<br>10. Regression<br>11. Forecasting<br>12. Constrained Linear Optimization

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        Introduction to Business Analytics Using Simulation