SIMULATION INPUT MODELING

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Mindmap am SIMULATION INPUT MODELING, erstellt von Luis Montes am 28/10/2015.
Luis Montes
Mindmap von Luis Montes, aktualisiert more than 1 year ago
Luis Montes
Erstellt von Luis Montes vor mehr als 9 Jahre
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Zusammenfassung der Ressource

SIMULATION INPUT MODELING
  1. Successful input modeling requires a close match between the input model and the true underlying probabilistic mechanism associated with the system.
    1. COLLECTING DATA
      1. The first is the classical approach, where a designed experiment is conducted to collect the data.
        1. The second is the exploratory approach, where questions are addressed by means of existing data that the modeler had no hand in collecting.
          1. there are several things that can be “wrong” about the data set
            1. Wrong amount of aggregation.
              1. Wrong distribution in time.
                1. Wrong distribution in space.
                  1. Censored data.
                    1. Insufficient distribution resolution.
                  2. Input models
                    1. assessing independence.
                      1. autocorrelation
                        1. analysis of this data set includes plotting a histogram and calculating the values of some sample statistics
                          1. to be determined is whether a parametric or nonparametric model should be chosen for the process
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