1.Before performing any statistical tests, you mustdetermine which tests would be most appropriate for your data type.•Perform apreevaluation of the data for outliers (all variables) and normal...

1.Before performing any statistical tests, you mustdetermine which tests would be most appropriate for your data type.•Perform apreevaluation of the data for outliers (all variables) and normal distribution (only dependent variables) as you have done previously.2.Perform and interpret an appropriate series of statistical tests (including preanalytical testing for outliers and normal distribution of data) that answer the following research questions:•How would you quantitatively describe the study population??Summarize the primary demographic data using descriptive statistics.oIs there any association between gender and race in this military study??Perform an appropriate chi-square analysis.Perform preliminary assessment of the data, then compare pretest to post-test scores.oIn total population being studied, what was the effect of the yoga intervention on stress?

Appropriatelyinterpretthe statistical output (such as estimate, p-value, confidence interval, and effect size) resulting from each statistical test. Justifies or explains the basis for the interpretation.

Describes the practical significance of the statistical result for each research question. Provides at least one citation of research that supports the explanation

Summarizes the clinical implications, significance, and potential limitations of the study data and outcomes.Notes areas of uncertainty in the data or outcomes that could be improved through additional data or testing