When conducting research, choosing the appropriate statistical test is crucial to ensure valid and reliable results. Understanding “how to choose which statistical test to use” empowers researchers to select the most suitable method for their data and research question, avoiding potential errors and biases.
Selecting the correct statistical test depends on several factors: the type of data (categorical, continuous, etc.), the research design (experimental, observational, etc.), and the specific research question being addressed. Each statistical test has its own assumptions and limitations, making it essential to carefully consider these factors before selecting a test.