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Showing posts with the label modeling

Models and laboratory experiments

"But it is worth remembering that inferences from laboratory experiments also lack formal decision rules. Laboratory scientists, like modellers, depend upon both tacit and articulated knowledge in making sense of their experimental findings and judging their relevance within the laboratory. And. like model work, laboratory scientists face the same question of whether their experimental results can form the basis for inference beyond the laboratory..." -- Mary Morgan, The World in the Model , p. 34

Does it make sense to speak of artifacts in computer simulations?

"First, simulation is a kind of experiment, and as such brings with it problems of creating experimental artefacts, raising questions about how to distinguish genuine characteristics of behaviour from artefeactual ones created by the technology of manipulation." -- Mary Morgan, The World in the Model , p. 331 This distinction makes perfect sense when considering something like a telescope. So, there was nothing nutty about Galileo's doubters wondering whether those little blobs that appeared near Jupiter were really up in the sky, or were just productions of the telescope itself ("the technology of manipulation"). Galileo, in fact, in one of his observations, wound up drawing a moon that wasn't there: early telescopes were not easy to use! And I believe I recall reading that one of the recent "false positives" for creating cold fusion was due to just such an instrumental artifact. But in a computer simulation, everything is a product of the ...

Narratives and modeling

"It is a nice paradox of the way models are used that a humanistic notion -- narrative or storytelling -- is critical to the way that models are used as a mode of inquiry in economic science whether the model narrative is a story about the world portrayed in the model or a correspondence story about the real world, past, present, or future." -- Mary Morgan, The World in the Model , p. 251

Telling tales

"It seems that some models are considered better than others because they can be used to tell better stories, so that the judgment of models relies on judging their narratives." -- Mary Morgan, The World in the Model , 246

The Steps of Employing a Model

"Step 1: Create or Construct a model relevant for a topic of interest. "Step 2: Question that model world: the 'external dynamic'. "Step 3: Demonstrate the answer to the questions using the model's resources: the 'internal dynamic'. "Step 4: Narrative accompanies the demonstration to link the answers back to the questions and to their domains: both to the world in the model and the world that the model represents." -- Mary Morgan, The World in the Model , p. 225

A demonstration of the Indra agent-based modeling system

Here .