Motivated Metamodels
Synthesis of Cause-effect Reasoning and Statistical Metamodeling
(Author) Paul K. DavisA metamodel approximates the behavior of a more complex model. A common and superficially attractive way to develop a metamodel is to generate large-model data and use off-the-shelf statistical methods without attempting to understand the model's internal workings. This report describes research illuminating why it can be important to improve the quality of metamodels by using even modest phenomenological knowledge to help structure them. The work helps to understand multiresolution, multiperspective modeling
Paul K. Davis
Paul K. Davis is a renowned American author best known for his novel "Lost on the Darkling Plain," a gripping tale of survival and self-discovery. His writing style is marked by vivid imagery and profound exploration of human emotions. Davis's contributions to literature include shedding light on the resilience of the human spirit.