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MDAB

Thuy Linh Nguyen English

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MDAB

Decision making
- Decision analysis
  - Perfect info
    - EVPI
  - Sample info
    - Bayes’ Theorem
    - EVSI
- Descriptive statistic
  - Measure of location
    - Mean
    - Median
    - Mode
    - Percentile
    - Quartile
  - Measure of variability
    - Range
    - Interquartile range
    - Variance
    - SD
- Probability
  - Basics
    - Experiment
    - Experiment outcome
    - Sample space
    - Multiple experiments
  - Relationship
    - Complement of an event
    - Union of 2 events
    - Intersection of 2 events
    - Mutually exclusive
    - Independent event
  - Assign
    - Classical
    - Relative frequency
    - Subjective
  - Distribution
    - Discrete
      - Expected value
      - Variance
    - Continuous
      - Binominal
    - Normal distribution
- Regression
  - Linear
    - Equation
    - Least square method
    - Coefficient of determination
    - Sample correlation
  - Multiple
Business analysis
- Intro
  - LP
    - Max
    - Min
  - Sensitivity analysis
- LP application & extention
  - Application
    - Marketing
      - Ad allocation
      - Survey
    - Financial
      - Return
      - Employee allocation
    - Operation
      - Make or buy
  - Extention
    - Transportation
      - Unbalance
        Demand > Supply
        Demand < Supply
    - Assignment
    - Transshipment
- IP application
  - LP vs IP
  - Types
    - Pure integer
      - Ad slot allocation
    - Binary integer
      - Choose which project
    - Mix
      - Choose plant - transshipment

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Description: Mind Map on MDAB, created by Thuy Linh Nguyen on 18/10/2018.
Created by: Thuy Linh Nguyen
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MDAB

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