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Assignment #1 Question 1: Data Management (File: CARS 1993) 10% You are trying to apply for a job as a consultant. The hiring company gave

Assignment #1

Question 1: Data Management (File: CARS 1993) 10%

You are trying to apply for a job as a consultant. The hiring company gave you a dataset a client has sent over. The company wants you to perform a data audit to ensure the data is received and understood properly before analysis.

Outcome: A data audit report consisting of the followings:

  1. Metadata description
  2. Descriptive statistics
  3. Your observation, commentary and/or questions you would like to find out about the data from the client

Submission:

Prepare and export the report as PDF. Submit the PDF under the Assignment 1. Dont forget to add your name/id. You are also required to present item 2 and 3 using PowerPoint. The evaluating team will see your presentation first and then the report.

Evaluation: Metadata:10%/Correlations:20%/Descriptive Statistics:20%/Findings Interpretation 20%/Quality Report:10%/Presentation slides: 20%

Question 2: Hypothesis Testing (File: BIRTH) 10%

A dataset of baby birth weight is provided for this question.

Variable

Label

Weight

Infant Birth

Black

Black Mother

Married

Married Mother

Boy

Baby Boy

MomAge

Mothers Age

MomSmoke

Smoking Mother

CigsPerDay

Cigarettes Per Day

MomWtGain

Mothers Pregnancy Weight Gain

Visit

Prenatal Visit

MomEdLevel

Mothers Education Level

Investigate relationship between the variable "weight" and other variables (does weight vary with other variables) using T-test where feasible.

Submission:

  1. Presentation slides using PowerPoint with your findings from your investigation for a non-technical audience (No more than 4 slides). Export the presentation as PDF to be submitted (30%).
  2. Technical deck of Data Audit (30%) and Details of your test process with sufficient explanation to back up your claims (40%). By details I mean provide statistical evidence to support your claim, you cannot simply write a statement without proof.

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