Based on your research and understanding, respond to the following:

1. Find and state the definition of levels of measurement that distinguishes the four types of data used in statistical analysis.

2. In your own words, compare the four types of data and explain how they differ.

3. Find and state a definition of parametric and nonparametric methods that distinguishes between the two.

4. In your own words, explain the difference between parametric and nonparametric methods.

5. Explain which types of data require parametric statistics to be used and which types of data require nonparametric statistics to be used and why.

6. Compare the advantages and disadvantages of using parametric and nonparametric statistics.

7, Describe how the level of measurement helps determine which of these methods to use on the data being analyzed.

Your initial discussion post should be approximately 350 words in length.

Follow APA guidelines for writing style, spelling, grammar, and proper citation of sources.

Refrain from using Ai 

(References between 2020-2025)