Data Analytics for Health Care Managers

Write a 350- to 700-word paper in which you explain advanced techniques in data analytics. You will reference your Wk 4 - Using Data to Address Quality Measures assignment to complete this presentation. 

Include the following in your paper:

• Explain the importance of data quality to the health care facility referenced in your Week 4 assignment.
• Explain how sampling and probability affect quality data on public reported sites, such as Hospital Compare.
• Explain the importance of data mapping and scrubbing to the health care facility reference in your Week 4 assignment.
• Identify 2 possible errors in data that could cause issues for the health care facility in your Week 4 assignment
• Describe how the health care facility can ensure their data is clean.