Model structure adequacy analysis: Selecting models on the basis of their ability to answer scientific questions
Synthese 163 (3) (2008)
|Abstract||Models carry the meaning of science. This puts a tremendous burden on the process of model selection. In general practice, models are selected on the basis of their relative goodness of fit to data penalized by model complexity. However, this may not be the most effective approach for selecting models to answer a specific scientific question because model fit is sensitive to all aspects of a model, not just those relevant to the question. Model Structural Adequacy analysis is proposed as a means to select models based on their ability to answer specific scientific questions given the current understanding of the relevant aspects of the real world.|
|Keywords||No keywords specified (fix it)|
|Through your library||Configure|
Similar books and articles
Roman Frigg (2010). Models and Fiction. Synthese 172 (2).
Roman Frigg & Stephan Hartmann (2005). Scientific Models. In Sahotra Sarkar et al (ed.), The Philosophy of Science: An Encyclopedia, Vol. 2. Routledge.
Stephan Hartmann (1995). Models as a Tool for Theory Construction: Some Strategies of Preliminary Physics. In William Herfel et al (ed.), Theories and Models in Scientific Processes. Rodopi.
Ronald N. Giere (2001). The Nature and Function of Models. Behavioral and Brain Sciences 24 (6):1060-1060.
Daniela M. Bailer-Jones (2003). When Scientific Models Represent. International Studies in the Philosophy of Science 17 (1):59 – 74.
Added to index2009-05-04
Total downloads12 ( #94,544 of 556,790 )
Recent downloads (6 months)1 ( #64,847 of 556,790 )
How can I increase my downloads?