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MBA 553

Data Models and Decisions

Management science framed as a toolkit: when a business decision has too many moving parts to reason about intuitively, you formalize it as an optimization or simulation model and let the math surface the answer. Expect to spend the semester in Excel and Solver — building LPs, integer programs, regressions, and Monte Carlo simulations from messy business scenarios, then doing sensitivity analysis to see which assumptions actually drive the result. It sits at the end of the MBA core because it leans on the statistics and probability you've already seen, and it's where finance, operations, and marketing electives stop being conceptual and start being quantitative.

Credit3ECTS5FacultyFaculty of Business AdministrationBölümManagementMüfredatY4 Bahar

Değerlendirme 90% — 3 adım

25%
25%
40%
Midterm:Essay/written Midterm 1, Midterm 2 50%
Final:Essay/written Final 40%

Önerilen kaynaklar 1 kitap

📕
Zorunlu
Business Analytics Data Analysis & Decision Making
Albright SC, Winston WL
2015 · South-Western

Haftalık müfredat 14 hafta

Hafta 1
Describing data: Graphs, tables, summary measures (Chapters 2,3)
Hafta 2
Probability distributions (Chapters 5-6)
Hafta 3
Confidence interval estimation and hypothesis testing (Chapters 8-10)
Hafta 4
Regression analysis (Chapters 11-12)
Hafta 5
Regression analysis continued (Chapters 11-12)
Hafta 6
Building linear programming (LP) models - Graphical method, Solver (Chapter 14)
Hafta 7
Sensitivity analysis (Chapter 14)
Hafta 8
LP applications (Chapter 15)
Hafta 9
LP applications continued, Data Envelopment Analysis (Chapter 15)
Hafta 10
Optimization with integer variables (Chapter 14)
Hafta 11
Non-linear optimization, multi-objective decision making (Chapter 14)
Hafta 12
Non-linear optimization, multi-objective decision making continued(Chapter 14)
Hafta 13
Simulation modeling (Chapters 16-17)
Hafta 14
Simulation modeling continued (Chapters 16-17)

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Geçmiş GPA dağılımı 19 dönem · ort. 2.90

DönemCourse CPA
2025-2026 Fall 3.10 1 sec · 26 öğr
2024-2025 Fall 2.68 1 sec · 24 öğr
2023-2024 Fall 3.12 1 sec · 30 öğr
2022-2023 Fall 3.19 1 sec · 15 öğr
2021-2022 Fall 3.15 1 sec · 22 öğr
2020-2021 Fall 3.11 1 sec · 17 öğr
2019-2020 Fall 2.92 1 sec · 18 öğr
2018-2019 Fall 2.64 1 sec · 24 öğr
2017-2018 Fall 2.54 1 sec · 19 öğr
2016-2017 Fall 2.80 1 sec · 15 öğr

Aggregate course GPA — Bilkent STARS'tan public data. Hoca-bazlı per-section detayı için STARS evaluation report →. Öğrenci anket cevapları KVKK kapsamında defter'de tutulmaz.

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