rem4:experimental_designs_ii
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=== Using Models to Validate and Measure - a.k.a. Simulation === | === Using Models to Validate and Measure - a.k.a. Simulation === | ||
- | | What simulation is | A simplified model of subject under study. \\ Sometimes only the environment | + | | What simulation is | A simplified model of subject under study - that is, a simplification not of the key causal factors in the phenomenon, which must remain in our model for it to be useful, but rather a reduction (sometimes a radical one) of the "extra stuff that really doesn' |
| What it does | Simplifies! Makes it easier to \\ (A) set up testing conditions, \\ (B) control independent variables, \\ (C) make changes to the independent variables, | | What it does | Simplifies! Makes it easier to \\ (A) set up testing conditions, \\ (B) control independent variables, \\ (C) make changes to the independent variables, | ||
- | | When to use | When the complexity of that which is to be modeled/ | + | | When to use | When the complexity of that which is to be modeled/ |
| Kinds of simulation methodologies | Continuous time and state: E.g. differential equations. \\ Discrete time/state: E.g. automata. \\ | | | Kinds of simulation methodologies | Continuous time and state: E.g. differential equations. \\ Discrete time/state: E.g. automata. \\ | | ||
| Relation between scientific theories and simulations | | Relation between scientific theories and simulations |
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