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Quantitative Analysis for BusinessQuantitative
(C723) - Study
Analysis
Notesfor
Overview
Business
- 2026
(C723)
Page
| Verified
- Study
1 of 2Answers
Notes Overview.pdf,
& Complete Study
including
Guide
verified
for Exam
answers
Prep,
and complete solutions.
Quantitative Analysis for Business (C723) - Personal Notes
1. Introduction to Quantitative Analysis
● Definition: The use of mathematical and statistical methods for business
decision-making.
● Key Approaches: Descriptive, Predictive, and Prescriptive Analysis.
2. Decision-Making Models
● Deterministic Models: Assumes certainty in data and outcomes.
● Probabilistic Models: Incorporates uncertainty and risk.
● Optimization Models: Aims to maximize or minimize objectives.
3. Data Collection & Analysis
● Types of Data: Primary (collected firsthand) vs. Secondary (pre-existing data).
● Data Scales: Nominal, Ordinal, Interval, and Ratio.
● Descriptive Statistics: Mean, Median, Mode, Standard Deviation.
4. Probability & Statistics in Decision Making
● Probability Concepts: Mutually exclusive events, Independent & Dependent events.
● Probability Distributions: Normal, Binomial, and Poisson Distributions.
● Bayes' Theorem: Used for revising probabilities based on new evidence.
5. Forecasting Methods
● Qualitative Methods: Delphi method, Expert opinion.
● Quantitative Methods: Moving Averages, Exponential Smoothing, Regression Analysis.
● Time Series Analysis: Identifies patterns such as trends and seasonality.
6. Linear Programming
● Objective Function: Defines what needs to be maximized or minimized.
● Constraints: Restrictions that limit possible solutions.
● Graphical & Simplex Methods: Approaches to solve LP problems.
7. Decision Analysis
● Decision Trees: Visual representation of decisions and outcomes.
● Expected Value (EV): Weighs potential outcomes by their probabilities.
● Sensitivity Analysis: Evaluates how changes in variables impact results.
8. Simulation & Risk Analysis
Page 1 of 2 1 Quantitative Analysis for Business (C723) - Study Notes Overview.pdf
Downloaded by madiba South Africa stuvia ()
Quantitative Analysis for BusinessQuantitative
(C723) - Study
Analysis
Notesfor
Overview
Business
- 2026
(C723)
Page
| Verified
- Study
1 of 2Answers
Notes Overview.pdf,
& Complete Study
including
Guide
verified
for Exam
answers
Prep,
and complete solutions.
Quantitative Analysis for Business (C723) - Personal Notes
1. Introduction to Quantitative Analysis
● Definition: The use of mathematical and statistical methods for business
decision-making.
● Key Approaches: Descriptive, Predictive, and Prescriptive Analysis.
2. Decision-Making Models
● Deterministic Models: Assumes certainty in data and outcomes.
● Probabilistic Models: Incorporates uncertainty and risk.
● Optimization Models: Aims to maximize or minimize objectives.
3. Data Collection & Analysis
● Types of Data: Primary (collected firsthand) vs. Secondary (pre-existing data).
● Data Scales: Nominal, Ordinal, Interval, and Ratio.
● Descriptive Statistics: Mean, Median, Mode, Standard Deviation.
4. Probability & Statistics in Decision Making
● Probability Concepts: Mutually exclusive events, Independent & Dependent events.
● Probability Distributions: Normal, Binomial, and Poisson Distributions.
● Bayes' Theorem: Used for revising probabilities based on new evidence.
5. Forecasting Methods
● Qualitative Methods: Delphi method, Expert opinion.
● Quantitative Methods: Moving Averages, Exponential Smoothing, Regression Analysis.
● Time Series Analysis: Identifies patterns such as trends and seasonality.
6. Linear Programming
● Objective Function: Defines what needs to be maximized or minimized.
● Constraints: Restrictions that limit possible solutions.
● Graphical & Simplex Methods: Approaches to solve LP problems.
7. Decision Analysis
● Decision Trees: Visual representation of decisions and outcomes.
● Expected Value (EV): Weighs potential outcomes by their probabilities.
● Sensitivity Analysis: Evaluates how changes in variables impact results.
8. Simulation & Risk Analysis
Page 1 of 2 1 Quantitative Analysis for Business (C723) - Study Notes Overview.pdf
Downloaded by madiba South Africa stuvia ()
