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This Concept Map, created with IHMC CmapTools, has information related to: 9007, Textbooks are Required Munro, B. H. (2011). Statistical methods for health care research (4th ed). Philadelphia, PA: Lippincott Williams & Wilkins. American Psychological Association. (2010). Publication manual of the American Psychological Association. Washington, DC: American Psychological Association., Content includes Concepts Understanding data Organizing and displaying data Univariate descriptive statistics Inferential statistics and hypothesis testing Statistical techniques Nonparametric techniques t Tests One way analysis of variance multifactorial analysis analysis of covariance Repeated measures Correlation and regression Factor analysis, Learning Goals are Learning Outcomes 1. Identify methods for organizing and displaying data 2. Examine principles of selected multivariate analyses and their application to nursing research. 3. Compare and contrast selected multivariate statistical methods used to analyze research data. 4. Apply knowledge of inferential statistics and hypothesis testing 5. Select appropriate statistical tests for a particular data set. 6. Critique research studies with a focus on the data analysis procedures.