what is inferential analysis in research project
Inferential analysis is a statistical method used in research projects to draw conclusions or make generalizations about a population based on a sample of data. It involves analyzing the relationship or differences between variables or groups to determine if any observed patterns or results are statistically significant and not occurring by chance.
Through inferential analysis, researchers use statistical tests, such as t-tests, chi-square tests, or regression analysis, to assess the probability that the findings in a sample accurately represent the larger population. This allows researchers to make predictions, draw conclusions, or generalize their results beyond the specific sample they have collected data from.
Inferential analysis plays a crucial role in research projects as it enables researchers to make unbiased, evidence-based conclusions and interpretations, thus increasing the validity and reliability of their research findings.