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Claims Denials

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Business
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Homework
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Claims denial
Logistic regression can be applied to a variety of areas with the healthcare setting. Logistic regression
has been used in medical and biomedical research such as medical risk and treatment compliance.
Evaluation of the logistic regression model is based on the error, misclassification rate, lift, odds ratio,
and p-value. As the Revenue Cycle Financial Data Analyst at Advent Health, I will follow the following
steps: I would begin by providing the summary of the problem and then proceed to create a new SAS
Enterprise Miner Project with a diagram I will the source my data then proceed by adding a FILE
IMPORT, Input Variables and then from there I would generate A DATA Partition. I will then give an
overview of the results and add a STAT EXPLORE then generate a MULTIPLOT so as to have a summary
of statistics. I will then IMPUTE and test analytical models. From here I will then apply make use of the
regression model to get the p-value and odds ratio. On modeling the results, I will obtain the
classification matrix, Error, Lift and Misclassification rate. This way, I will be able to predict the claim
denial.

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Surname 1 Your name Professors’ name Course Date Claims denial Logistic regression can be applied to a variety of areas with the healthcare setting. Logistic regression has been used in medical and biomedical research such as medical risk and treatment compliance. Evaluation of the logistic regres ...
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