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LimitationsOfModels


Describe LimitationsOfModels here. Limit to what models can do: (Levins) Model of Theory -
  1. experimental(observation etc.) more privilaged than theoretical

  2. less reductionism-> (to understand behavior you have to understand atoms)-> what's scary about things we want to model? we have to start thinking about things in simple way

1. Complex natural systems are highly heterogenious accounting for many differences 2. Qualitative more important than quantitative for theorists- explaining qualitative patterns (mostly universal)

** Qualitative ideas not possible without quantitiative observations**

3. Model= reconstruction of nature for purpose of study; whether model is good depends on WHY one is making a model

4. Process os simplification wthat removes distractions and keeps in needed/important parts.

5. Some studies are more sophisticated in that they're looking at more variables at once- general is HIGH level --> more detail is LOW level

HIERARCHY THEORY: given levels of study, at any given level there's interaction between "objects" ** processes that happen at your level drive the processes that are a level up 6. There's no single best model: generality, precision, realism generality- can/works to be applied to many systems precision- predictions are numerally precise realism- needs to be related to reality

On exactitiude in science: An explanation is in itself an abstraction and you can't get and abstraction without willing to be abstract.