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1993 V A L U A T I O N ACTUARY S Y M P O S I U M PROCEEDINGSSESSION 2General Modeling IssuesJacqulynn Abdella Paul A. HekmanBarbara L. SnyderGENERAL MODELING ISSUF_MS. JACQULYNN ABDELLA: I am a consultant
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Identify the purpose of the model
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General modeling issues refer to the common challenges and considerations encountered when developing and utilizing models in various fields, such as finance, engineering, and data science. These issues may include data quality, assumptions, validation, and the interpretation of model outputs.
Organizations and individuals engaged in model development and application, especially in regulated industries or those requiring compliance with specific guidelines, are typically required to file general modeling issues.
To fill out general modeling issues, one should gather all relevant data, document the modeling process, clearly outline assumptions, report any limitations of the model, and ensure that the model complies with applicable guidelines or regulations.
The purpose of addressing general modeling issues is to ensure transparency, accuracy, and reliability of models, facilitate effective communication of modeling results, and assist in decision-making processes based on the model outputs.
The information that must be reported typically includes the model description, data sources, assumptions made, validation results, limitations, and any sensitivity analyses conducted.
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