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Data cleaning strategies

Data cleaning strategies

Question Description

Topic : Data Cleaning Strategies

Number of Pages : 2

Spacing : double

Paper Format/Styles : APA

Subject Area : Homework

No of References/Sources : 2

Paper Instructions : For this assignment, students will complete a comprehensive paper that synthesizes major components related to data screening/data cleaning strategies for a multivariate research study using references to support various techniques.

Locate a journal article that uses multivariate research methodology from the University Library.

Discuss each of the following:

Explain how the data cleaning techniques can be specifically applied to a research context having certain types of missing data problems and outliers.
Provide recommendations on what techniques might be used to minimize these problems based on the concepts reviewed for these topics and also how to evaluate assumptions that underscore the test results.

Use peer-reviewed journal articles and supplemental credible sources that may support the application of these techniques.

Format your paper according to APA guidelines.

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