The final product should be a report on development of simulation forecast model which is based on the logistic regression. This report can be two pages. In the report: the information on evaluation of the model performance using the measurements of logistic regression.
First, the month with the highest phenomena occurrence should be selected.
• Using the logistic regression built in SAS software to develop a fog occurrence simulation model.
• Evaluate the model performance using the measurements of logistic regression.
Evaluate the model performance by analyzing
1) the relationships between the phenomena occurrence frequency and probability derived from the logistic regression and
2) the relationships between the daily number of hours of phenomena occurrences and probability derived from the logistic regression.
These evaluations can be displayed by tables or figures. Provide the Reasons and Rationale why the method or methods are suitable for the data set.