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Outpatients (N = 36) with type 2 diabetes were referred back to the hospital because of the risk of developing chronic kidney disease (CKD) (possible kidney failure). During their follow-up, some patients were diagnosed with advanced (or end-stage) CKD, requiring an extension of their stay in the hospital, while others were readmitted for further medical assessment. Throughout the study, mortality and hospitalization rates, as well as bio-chemical lab test results, were reported. In addition, the attached data slice contains additional demographic data about the patient group.   Q1: Write demographic and lifestyle su

Outpatients (N = 36) with type 2 diabetes were referred back to the hospital because of the risk of developing chronic kidney disease (CKD) (possible kidney failure). During their follow-up, some patients were diagnosed with advanced (or end-stage) CKD, requiring an extension of their stay in the hospital, while others were readmitted for further medical assessment. Throughout the study, mortality and hospitalization rates, as well as bio-chemical lab test results, were reported. In addition, the attached data slice contains additional demographic data about the patient group.   Q1: Write demographic and lifestyle su

MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
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Biostatistics

Outpatients (N = 36) with type 2 diabetes were referred back to the hospital because of the risk of developing chronic kidney disease (CKD) (possible kidney failure). During their follow-up, some patients were diagnosed with advanced (or end-stage) CKD, requiring an extension of their stay in the hospital, while others were readmitted for further medical assessment. Throughout the study, mortality and hospitalization rates, as well as bio-chemical lab test results, were reported. In addition, the attached data slice contains additional demographic data about the patient group.

 

Q1: Write demographic and lifestyle summary with appropriate statistical tools of descriptive statistics that include Age(years), Gender, Level of deprivation [Townsend or socio-economical status SES], and Marital status.                                      

PatientID Year Month Gender noking_stat Townsend Marital_statuength_of_sta Re-admissiality_3Mortalit Management Age ucose_lev eGFR 1 2017 Feb male current Most deprived Single 38 No No No Insulin 72 1.8 61 2 2017 Feb female ex-smoker Most deprived Not recorded 22 No No No Drugs 69 3.8 38 3 2017 Feb female non-smoker Third quintile Married 37 Yes No Yes Insulin 78 3.8 14 4 2017 Feb female current Fourth quintile Divorced 5 No No No Drugs 78 3.9 66 5 2017 Feb female ex-smoker Missing Married 7 No No No Insulin 77 2.8 37 6 2017 Feb male ex-smoker Third quintile Married 4 Yes No No Diet 54 3.9 10 7 2017 Feb female current Third quintile Married 2 Yes No No Insulin 53 3.9 4 8 2017 Feb female ex-smoker Second quintile Not recorded 4 No No No Insulin 58 3.7 15 9 2017 Feb female non-smoker Third quintile Married 11 No No No Insulin 53 3.9 10 10 2017 Feb male non-smoker Second quintile Married 18 Yes No Yes Insulin 71 3.6 11 2017 Feb male ex-smoker Second quintile Not recorded 72 No No No Insulin 60 3.8 12 12 2017 Feb female non-smoker Third quintile Not recorded 10 No No Yes Diet 92 3.9 39 13 2017 Feb female non-smoker Third quintile Not recorded 8 Yes No No Drugs and insi 65 3.9 16 14 2017 Feb male non-smoker Second quintile Not recorded 11 No Yes Yes Insulin 73 3.3 19 15 2017 Feb male non-smoker Least deprived Not recorded 18 Yes No No Drugs 78 3.5 25 16 2017 Feb female ex-smoker Fourth quintile Not recorded 74 Yes No Yes Drugs and insı 72 3.9 53 17 2017 Feb male non-smoker Third quintile Not recorded 9 Yes No No Insulin 56 3.8 8 18 2017 Feb male ex-smoker Missing Married 29 No No No Drugs 68 3.2 64 19 2017 Feb male non-smoker Third quintile Not recorded 8 No No No Drugs 76 3.8 64
Transcribed Image Text:PatientID Year Month Gender noking_stat Townsend Marital_statuength_of_sta Re-admissiality_3Mortalit Management Age ucose_lev eGFR 1 2017 Feb male current Most deprived Single 38 No No No Insulin 72 1.8 61 2 2017 Feb female ex-smoker Most deprived Not recorded 22 No No No Drugs 69 3.8 38 3 2017 Feb female non-smoker Third quintile Married 37 Yes No Yes Insulin 78 3.8 14 4 2017 Feb female current Fourth quintile Divorced 5 No No No Drugs 78 3.9 66 5 2017 Feb female ex-smoker Missing Married 7 No No No Insulin 77 2.8 37 6 2017 Feb male ex-smoker Third quintile Married 4 Yes No No Diet 54 3.9 10 7 2017 Feb female current Third quintile Married 2 Yes No No Insulin 53 3.9 4 8 2017 Feb female ex-smoker Second quintile Not recorded 4 No No No Insulin 58 3.7 15 9 2017 Feb female non-smoker Third quintile Married 11 No No No Insulin 53 3.9 10 10 2017 Feb male non-smoker Second quintile Married 18 Yes No Yes Insulin 71 3.6 11 2017 Feb male ex-smoker Second quintile Not recorded 72 No No No Insulin 60 3.8 12 12 2017 Feb female non-smoker Third quintile Not recorded 10 No No Yes Diet 92 3.9 39 13 2017 Feb female non-smoker Third quintile Not recorded 8 Yes No No Drugs and insi 65 3.9 16 14 2017 Feb male non-smoker Second quintile Not recorded 11 No Yes Yes Insulin 73 3.3 19 15 2017 Feb male non-smoker Least deprived Not recorded 18 Yes No No Drugs 78 3.5 25 16 2017 Feb female ex-smoker Fourth quintile Not recorded 74 Yes No Yes Drugs and insı 72 3.9 53 17 2017 Feb male non-smoker Third quintile Not recorded 9 Yes No No Insulin 56 3.8 8 18 2017 Feb male ex-smoker Missing Married 29 No No No Drugs 68 3.2 64 19 2017 Feb male non-smoker Third quintile Not recorded 8 No No No Drugs 76 3.8 64
20 2017 Feb male non-smoker Fourth quintile Married 15 No No No Drugs 72 3.5 66 21 2018 Feb male ex-smoker Least deprived Not recorded 29 No No No Drugs and insı 77 3.7 53 22 2018 Feb female ex-smoker Fourth quintile Not recorded 8 Yes No No Drugs 84 3.2 65 23 2018 Feb female non-smoker Missing Married 2 No Yes Yes Insulin 79 3.9 22 24 2018 Feb male non-smoker Fourth quintile Not recorded 6 Yes No No Insulin 75 3.8 8 25 2018 Feb female non-smoker Fourth quintile Not recorded 54 No No No Insulin 58 12 26 2018 Feb female non-smoker Least deprived Not recorded 10 No No No Drugs 75 3.7 57 27 2018 Feb male non-smoker Most deprived Not recorded 60 No Yes Yes Insulin 53 1.9 11 28 2018 Feb male ex-smoker Fourth quintile Married 3 No No No Insulin 53 3.9 57 29 2018 Feb male ex-smoker Third quintile Not recorded 53 No No No Insulin 49 3.4 75 30 2017 Mar male ex-smoker Third quintile Not recorded 27 No No No Insulin 62 3.3 50 31 2017 Mar female ex-smoker Most deprived Not recorded 3 No No No Insulin 41 3.2 62 32 2017 Mar female non-smoker Third quintile Married 4 Yes No Yes Insulin 78 3.4 28 33 2017 Mar male ex-smoker Third quintile Divorced 2 No Yes Yes Diet 88 2.7 7 34 2017 Mar female non-smoker Second quintile Not recorded 6 No No No Insulin 57 3.7 8 35 2017 Mar female current Most deprived Single 35 No No No Insulin 62 1.8 62 36 2017 Mar male non-smoker Least deprived Not recorded 6 No No No Insulin 52 3.1 14
Transcribed Image Text:20 2017 Feb male non-smoker Fourth quintile Married 15 No No No Drugs 72 3.5 66 21 2018 Feb male ex-smoker Least deprived Not recorded 29 No No No Drugs and insı 77 3.7 53 22 2018 Feb female ex-smoker Fourth quintile Not recorded 8 Yes No No Drugs 84 3.2 65 23 2018 Feb female non-smoker Missing Married 2 No Yes Yes Insulin 79 3.9 22 24 2018 Feb male non-smoker Fourth quintile Not recorded 6 Yes No No Insulin 75 3.8 8 25 2018 Feb female non-smoker Fourth quintile Not recorded 54 No No No Insulin 58 12 26 2018 Feb female non-smoker Least deprived Not recorded 10 No No No Drugs 75 3.7 57 27 2018 Feb male non-smoker Most deprived Not recorded 60 No Yes Yes Insulin 53 1.9 11 28 2018 Feb male ex-smoker Fourth quintile Married 3 No No No Insulin 53 3.9 57 29 2018 Feb male ex-smoker Third quintile Not recorded 53 No No No Insulin 49 3.4 75 30 2017 Mar male ex-smoker Third quintile Not recorded 27 No No No Insulin 62 3.3 50 31 2017 Mar female ex-smoker Most deprived Not recorded 3 No No No Insulin 41 3.2 62 32 2017 Mar female non-smoker Third quintile Married 4 Yes No Yes Insulin 78 3.4 28 33 2017 Mar male ex-smoker Third quintile Divorced 2 No Yes Yes Diet 88 2.7 7 34 2017 Mar female non-smoker Second quintile Not recorded 6 No No No Insulin 57 3.7 8 35 2017 Mar female current Most deprived Single 35 No No No Insulin 62 1.8 62 36 2017 Mar male non-smoker Least deprived Not recorded 6 No No No Insulin 52 3.1 14
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