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ANA610

Module 2 Supplemental Reading

Lectures on Preparing Data for Data Science

Duffy-Deno, K. (2023).  Lectures on Preparing Data for Data Science

  • Read Chapter 5 - Missing Values
  • Read Chapter 6 - Extreme Values
  • Read Chapter 7 - Extreme Distributions

Cody's Data Cleaning Techniques using SAS
Cody, R. (2017). Cody’s Data Cleaning Techniques using SAS. 3rd edition. SAS Institute.
ISBN-13: 978-1-62960-796-2

  • Read Chapter 7 - Describing Issues Related to Missing and Special Values
  • Read Chapter 4 - Data Cleaning Techniques for Numeric Data
  • Read Chapter 5 - Automatic Outlier Detection for Numeric Data

Module 2 Supplemental Materials

Videos

SAS - Extremes

 

SAS - Missing Values

 

Tableau - Box Plot I

 

Tableau - Box Plot II

 

Tableau - Descriptive Stats Using Annuity Dataset

 

Tableau - Introduction Using Marten Dataset