Mid$-$Term Project $-$ Theory

In this mid$-$term project you would write a comprehensive review of the Use of Analytics in Healthcare comprising the following topics and pages:

Cover page containing Project Title, Course code and course title, name of student, name of semester, instructor name, and date of submission.

Definition and description of Analytics

$1-2$ pages

Tools and techniques of Analytics

$6-8$ pages

Software analytical tools$-$SAS, SPSS$,$ SQL$,$ NLP$,$ R$,$ MS Excel

Statistical analytical tools

Descriptive statistics

Probability variation

Hypothesis testing

The Chi$-$square test

Correlations

Multiple regression

One$-$way and two$-$way Analysis of Variance

Data visualization or representation techniques

Charts

graphs

Use of Analytics in Healthcare

$4-5$ Pages

In healthcare quality improvement

In healthcare performance improvement

In healthcare clinical decision making

In healthcare administrative decision making

In healthcare fraud detection

In public health

In pharmaceutical industry and discoveries

In Human Genomic data analysis and Personalized Medicine

Role of data quality in healthcare analrtics

$1-2$ pages. Please include references