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Descriptive Statistics Analysis
Describe the Sun Coast data using the descriptive statistics tools discussed in the unit lesson. Establish whether assumptions are met to use parametric statistical procedures. Repeat the tasks below for each tab in the Sun Coast research study data set. Utilize the Scholarly Activity template below.
Here are some of the items you will cover.
· Produce a frequency distribution table and histogram.
· Generate descriptive statistics table, including measures of central tendency (mean, median, and mode), kurtosis, and skewness.
· Describe the dependent variable measurement scale as nominal, ordinal, interval, or ratio.
· Analyze, evaluate, and discuss the above descriptive statistics in relation to assumptions required for parametric testing. Confirm whether the assumptions are met or are not met.
The title and reference pages do not count toward the page requirement for this assignment. This assignment should be no less than five pages in length, follow APA-style formatting and guidelines, and use references and citations as necessary.
Unit Lesson
Video: Kolmogorov-Smirnov Test of Normality in Excel
Video: Parametric and Nonparametric Statistical Tests Video: Checking that Data Is Normally Distributed Using Excel
Video: 3. Choosing Between Parametric & Non-Parametric Tests
Article: “Difference Between Parametric and Nonparametric”
Article: “Deciphering the Dilemma of Parametric and Nonparametric Tests”
Your Reading Assignments Include:
Fields, H. (2018). Difference between parametric and nonparametric. Retrieved from http://www.differencebetween.net/science/difference-between-parametric-and-nonparametric/
Dominguez, V. (2016, April 16). Make a histogram using Excel's histogram tool in the Data Analysis ToolPak [Video file]. Retrieved from https://www.youtube.com/watch?v=xekiDJzajYk
Grande, T. (2017, August 19). Kolmogorov-Smirnov test of normality in Excel [Video file]. Retrieved from https://www.youtube.com/watch?v=cltWQsmBg0k
Grande, T. (2015, July 30). Parametric and nonparametric statistical tests [Video file]. Retrieved from https://www.youtube.com/watch?v=pWEWHKnwg_0
Macarty, M. (2015, September 21). Get descriptive statistics in Excel with Data Analysis Toolpak [Video file]. Retrieved from https://www.youtube.com/watch?v=h-RzBhBzJOQ
Oxford Academic (Oxford University Press). (2016, November 17). Checking that data is normally distributed using Excel [Video file]. Retrieved from https://www.youtube.com/watch?v=EG8AF2B_dps
Rana, R., Singhal, R., & Dua, P. (2016). Deciphering the dilemma of parametric and nonparametric tests. Journal of the Practice of Cardiovascular Sciences, 2(2), 95. Retrieved from http://link.galegroup.com.libraryresources.columbiasouthern.edu/apps/doc/A488649197/AONE?u=ora n95108&sid=AONE&xid=c54eaf34
The Roslin Institute – Training. (2016, May 9). 3. Choosing between parametric & non-parametric tests [Video file]. Retrieved from https://www.youtube.com/watch?v=_1mH6CnXKfM
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Data Analysis: Descriptive Statistics and Assumption Testing
Describe the Sun Coast Remediation data using the descriptive statistics tools discussed in the lecture. Establish whether assumptions are met to use parametric statistical procedures. Repeat this for each tab in the Sun Coast Remediation Research Study data set.
Correlation: Descriptive Statistics and Assumption Testing
Frequency distribution table. Insert table here. Cut and paste from Excel.
Histogram. Insert histogram here. Cut and paste from Excel.
Descriptive statistics table. Insert table here. Cut and paste from Excel.
Measurement scale. Discuss measurement scale used here.
Measure of central tendency. Discuss measures of central tendency here.
Evaluation. In this section, evaluate and discuss the descriptive statistics above. Conclude with an explicit statement about whether the assumptions for parametric statistical testing were met or not met.
Simple Regression: Descriptive Statistics and Assumption Testing
Frequency distribution table. Insert table here. Cut and paste from Excel.
Histogram. Insert histogram here. Cut and paste from Excel.
Descriptive statistics table. Insert table here. Cut and paste from Excel.
Measurement scale. Discuss measurement scale used here.
Measure of central tendency. Discuss measures of central tendency here.
Evaluation. In this section, evaluate and discuss the descriptive statistics above. Conclude with an explicit statement about whether the assumptions for parametric statistical testing were met or not met.
Multiple Regression: Descriptive Statistics and Assumption Testing
Frequency distribution table. Insert table here. Cut and paste from Excel.
Histogram. Insert histogram here. Cut and paste from Excel.
Descriptive statistics table. Insert table here. Cut and paste from Excel.
Measurement scale. Discuss measurement scale used here.
Measure of central tendency. Discuss measures of central tendency here.
Evaluation. In this section, evaluate and discuss the descriptive statistics above. Conclude with an explicit statement about whether the assumptions for parametric statistical testing were met or not met.
Independent Samples t Test: Descriptive Statistics and Assumption Testing
Frequency distribution table. Insert table here. Cut and paste from Excel.
Histogram. Insert histogram here. Cut and paste from Excel.
Descriptive statistics table. Insert table here. Cut and paste from Excel.
Measurement scale. Discuss measurement scale used here.
Measure of central tendency. Discuss measures of central tendency here.
Evaluation. In this section, evaluate and discuss the descriptive statistics above. Conclude with an explicit statement about whether the assumptions for parametric statistical testing were met or not met.
Dependent Samples (Paired-Samples) t Test: Descriptive Statistics and Assumption Testing
Frequency distribution table. Insert table here. Cut and paste from Excel.
Histogram. Insert histogram here. Cut and paste from Excel.
Descriptive statistics table. Insert table here. Cut and paste from Excel.
Measurement scale. Discuss measurement scale used here.
Measure of central tendency. Discuss measures of central tendency here.
Evaluation. In this section, evaluate and discuss the descriptive statistics above. Conclude with an explicit statement about whether the assumptions for parametric statistical testing were met or not met.
ANOVA: Descriptive Statistics and Assumption Testing
Frequency distribution table. Insert table here. Cut and paste from Excel.
Histogram. Insert histogram here. Cut and paste from Excel.
Descriptive statistics table. Insert table here. Cut and paste from Excel.
Measurement scale. Discuss measurement scale used here.
Measure of central tendency. Discuss measures of central tendency here.
Evaluation. In this section, evaluate and discuss the descriptive statistics above. Conclude with an explicit statement about whether the assumptions for parametric statistical testing were met or not met.
References
Include references here using hanging indentations. Remember to remove this example.
Creswell, J. W., & Creswell, J. D. (2018). Research design: Qualitative, quantitative, and mixed methods approaches (5th ed.). Thousand Oaks, CA: Sage.
