Summarize and interpret the findings from your correlation analyses and, finally, document this in a business memorandum to Ms. Foster.

My findings;

The case study:

Ms. Dana Foster, Director of First Choice Emergency Room, a for-profit, freestanding emergency room, located in the heart of Pearland, Texas, previously had you perform some descriptive analysis on a random sample of 20 patients. Needless to say, she was impressed with your quantitative reasoning skills and would now like for you to see if there are any correlations amoung the following pairs of variables: billed charges and payer source (codes); billed charges and visit times; patient age and opinion 1 ratings from the recently administered questionnaire, patient age and opinion 2 ratings from that same questionnaire, gender and opinion 1, and then gender and opinion 2.

The ER physicians have noticed an increase in the number of patients with elevated cholesterol levels (

covariance correlation pearson(r) COD(r) covariance correlation pearson(r) CODE) Billed Charge/Visit Time 66616.9. covariance 0657849676 correlation 0657849676 pearson(r) 0,43276696 opr) Billed Charge/Payer Source (Lc 1158/7 covariance 0.85118912 correlation 085M8912 pearson(r) 0724403402 CoD (ra) Patient Age/Opinion #1 18.95 covariance 0826249447 correlation 0826249447 pearson) 0682688149 COD(?) patient Agelopinionate 12 covariance 081687485/ correlation 0.816870951 pearsonfr) 0667289523 COD(ra) Gender/Opinion 0.35 0.560448538 0560948538 0.314102564 bender/Opinion#2 025 0.625 0625 0390625 Patient Age/Cholesterol -161.55 -0217063506 -0217063506 0.007116566 bender/Cholesterol 21 0103625079 0103625079 0.010738157 covariance correlation pearson(e) COD(r) covariance correlation pearson(r) CODE) covariance correlation pearson(r) CoD(ra) covariance correlation pearson(r) CoDra) Billed Charge/Visit Time 66616.9 covariance 0657849676 correlation 0657849676 pearson(r) 0,132766196 Contrl Billed Charge/Payer Source ( 11587 covariance 0851118912 correlation OBSM8912 pearson(r) 0.720403402 COD(2) Patient Age/Opinion #1 18.95 covariance 0.826249447 correlation 0826249447 pearson() 0.682680109 CoD(ra) patient Age/opinionate 12 covariance 081687085I correlation 0816270851 pearson(r) 0667280523 COD(2) Gender/Opinion 035 0560448538 0560948538 0.310102564 Gender/Opinion 025 0.625 0.625 0390625 Patient Age/Cholesterol -16155 -0217063506 0217063506 0047116566 Gender/Cholesterol 21 0J03625079 0J03625079 0.010738157 covariance correlation pearson(e) COD(r) covariance correlation pearson(r) CoD(ra) covariance correlation pearson(r) COD(r) covariance correlation pearson(r) CODE) Billed Charge/Visit Time 66616.9. covariance 0657849676 correlation 0657849676 pearson(r) 0,43276696 opr) Billed Charge/Payer Source (Lc 1158/7 covariance 0.85118912 correlation 085M8912 pearson(r) 0724403402 CoD (ra) Patient Age/Opinion #1 18.95 covariance 0826249447 correlation 0826249447 pearson) 0682688149 COD(?) patient Agelopinionate 12 covariance 081687485/ correlation 0.816870951 pearsonfr) 0667289523 COD(ra) Gender/Opinion 0.35 0.560448538 0560948538 0.314102564 bender/Opinion#2 025 0.625 0625 0390625 Patient Age/Cholesterol -161.55 -0217063506 -0217063506 0.007116566 bender/Cholesterol 21 0103625079 0103625079 0.010738157 covariance correlation pearson(e) COD(r) covariance correlation pearson(r) CODE) covariance correlation pearson(r) CoD(ra) covariance correlation pearson(r) CoDra) Billed Charge/Visit Time 66616.9 covariance 0657849676 correlation 0657849676 pearson(r) 0,132766196 Contrl Billed Charge/Payer Source ( 11587 covariance 0851118912 correlation OBSM8912 pearson(r) 0.720403402 COD(2) Patient Age/Opinion #1 18.95 covariance 0.826249447 correlation 0826249447 pearson() 0.682680109 CoD(ra) patient Age/opinionate 12 covariance 081687085I correlation 0816270851 pearson(r) 0667280523 COD(2) Gender/Opinion 035 0560448538 0560948538 0.310102564 Gender/Opinion 025 0.625 0.625 0390625 Patient Age/Cholesterol -16155 -0217063506 0217063506 0047116566 Gender/Cholesterol 21 0J03625079 0J03625079 0.010738157 covariance correlation pearson(e) COD(r) covariance correlation pearson(r) CoD(ra)