Statistics assignment Need in 8 hours. 600 word report. please see the template and i need in that format. PM608 Statistical Analysis Scenario The effec

Statistics assignment Need in 8 hours.

600 word report. please see the template and i need in that format. PM608 Statistical Analysis
Scenario

The effec

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Need in 8 hours. 

600 word report. please see the template and i need in that format. 

PM608 Statistical Analysis

Scenario

The effectiveness of Covid-19 vaccination has been studied. First, prior to it being approved through clinical trials. However, with the rolling out of the vaccination by countries, the effectiveness studies have moved outside of lab-controlled environment.

While the vaccination cannot cure Covid-19, the use of it is linked to some level of prevention and in reduction in more severe symptoms such as hospitalisation and death.

As of now two major studies have been conducted to measure the real-world effectiveness of the vaccines and compared the data from clinical trial results. Both studies have shown that the real world roll out can mirror the same result obtained during clinical trials. The studied vaccines performed well in preventing severe covid-19 and deaths in adults.

The data presented to you are taken from United Kingdom during the peak of second wave of Covid-19. As UK’s peak approached, we became one of the first few countries to roll out the use of vaccine. Two separate data sets are given where:

· the first data set related to the onset of the peak and roll out of the vaccine in a small scale.

· The second data set represent the peak of the second wave and smooth roll out of vaccines to more vulnerable adults.

Your task is to analyse the study data and write your recommendations for the director of NHS in a short, non-technical report (approx. 600 words only) on how effective vaccine was in preventing deaths during the peak of second wave. Your results should be clear enough to allow the director to understand the role vaccine in preventing Covid-19 related death in the UK.

Whatever your recommendations are – they must be clearly supported by your calculations using the supplied study data.

Assessment Approach

You should include a full numerical summary of the data in the study. You should include an explanation of the factors, treatments and any lurking variables which may be present in the study and any future research. You should highlight any possible errors in measurement, data anomalies or outliers and describe their effect on your conclusions. You should describe any correlation between the variables, if present.

You should summarize any findings in the form of clear, supported
recommendations that allow the Director to decide policy for the future.

Any calculations must only use the methods and techniques described to you on this course.

You must produce a maximum of 2 graphical representations of the given data from the following options:

1. Histogram

2. Box Plot

3. Modified Box Plot

4. Cumulative Relative Frequency

[For example, you may choose: 1 Box Plot and 1 CRF – or – 1 Modified Box Plot and 1 Histogram but no more than 2 in total]

You must also conduct the following two tests (with the given limits in brackets).

1. Linear Regression (with a maximum of 2 correlations, 2 scatter plots and 2 residual plots)

2. 2 Sample Confidence Interval (with a maximum of 2 [2 sample] intervals)

a. Note: depending on circumstance or purpose, there is no ‘best’ confidence level, your choice of confidence level must be justified based on your purpose.

You should comment on the validity and meaning of any test you conduct in the context of the test result.

All calculations and statistical tests must be conducted using Microsoft Excel. Use of any other software is not permitted.

After submission, any spreadsheets you use (your .xls or .xlsx files) must be available to your tutor upon request however your report only requires the output graphs and tables printed within a Microsoft Word (.docx) file, in an Appendix.

Data

Table 1 a: Before Full Vaccine rollout

Table 1B: After the full vaccine rollout

date

Daily cases per Million

Daily Deaths per million

Total vaccinations

Date

Daily cases per Million

Daily Deaths per million

Total vaccinations

2020-12-01

197.883

8.841

 

2021-01-01

783.76

9.017

 

2020-12-02

238.054

9.5

 

2021-01-02

848.196

6.524

 

2020-12-03

219.2

6.07

 

2021-01-03

808.669

6.671

1380430

2020-12-04

240.18

7.389

 

2021-01-04

863.883

6.011

 

2020-12-05

228.407

5.821

 

2021-01-05

895.61

12.917

 

2020-12-06

254.695

3.387

 

2021-01-06

917.148

15.277

 

2020-12-07

216.605

2.771

 

2021-01-07

773.922

17.036

 

2020-12-08

181.594

8.782

 

2021-01-08

999.778

19.543

 

2020-12-09

243.875

7.814

 

2021-01-09

881.11

15.174

 

2020-12-10

308.853

7.565

 

2021-01-10

806.749

8.313

2677971

2020-12-11

319.38

6.216

 

2021-01-11

678.448

7.756

2843815

2020-12-12

316.008

7.624

 

2021-01-12

669.256

18.268

3067541

2020-12-13

271.834

2.111

86465

2021-01-13

698.783

22.989

3356229

2020-12-14

298.752

3.416

 

2021-01-14

715.527

18.371

3678180

2020-12-15

272.244

7.419

 

2021-01-15

819.343

18.84

4023705

2020-12-16

370.929

8.973

 

2021-01-16

607.385

19.045

4322456

2020-12-17

520.943

7.8

 

2021-01-17

566.95

9.999

4514802

2020-12-18

418.725

7.184

 

2021-01-18

551.409

8.826

4723443

2020-12-19

399.504

7.873

 

2021-01-19

490.477

23.634

5070365

2020-12-20

529.036

4.78

675286

2021-01-20

571.671

26.771

5437284

2020-12-21

491.4

3.152

 

2021-01-21

556.789

19.001

5849899

2020-12-22

541.454

10.131

 

2021-01-22

591.155

20.54

6329968

2020-12-23

577.462

10.967

 

2021-01-23

493.38

19.822

6822981

2020-12-24

573.972

8.43

 

2021-01-24

441.464

8.958

7044048

2020-12-25

480.932

8.357

 

2021-01-25

326.124

8.709

7325773

2020-12-26

510.035

3.094

 

2021-01-26

295.673

23.986

7638543

2020-12-27

476.387

5.087

1005073

2021-01-27

371.941

25.305

7953250

2020-12-28

607.854

5.234

 

2021-01-28

422.405

18.165

8369438

2020-12-29

781.077

6.715

 

2021-01-29

427.301

18.297

8859372

2020-12-30

736.565

14.397

 

2021-01-30

343.073

17.667

9468382

2020-12-31

821.454

14.148

 

2021-01-31

310.671

8.65

9790576

| Kaplan International Pathways

| 1

| kaplanpathways.com

| Kaplan International Pathways

| 3

| kaplanpathways.com

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