Statistical Data analysis is one of the key elements that you come across when working on your research or capstone project, thesis, and dissertation. However, data analysis for such research projects is not an easy task. The type of data and analysis methods are influenced by the research problem and the type of research. Qualitative studies employ narrative data that is analyzed through thematic analysis.
This can be attained manual coding and identification of patterns in the data or through the use of software such as NVivo. Quantitative studies involve collection of numerical data that is analyzed through statistical measures to test the hypotheses. Examples of statistical tests that are conducted in quantitative research include T-test, Chi-square, correlation analysis, regression analysis, ANOVA, and Wilcoxon sign-rank test among others.
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