what are the limitations of hypothesis testing 
hypothesis testing relies exclusively on data and doesn t provide a comprehensive understanding of the subject being studied additionally the accuracy of the results depends on the quality of the available data and the statistical methods used inaccurate data or inappropriate hypothesis formulation may lead to incorrect conclusions or failed tests hypothesis testing can also lead to errors such as analysts either accepting or rejecting a null hypothesis when they shouldn t have these errors may result in false conclusions or missed opportunities to identify significant patterns or relationships in the data 3the bottom linehypothesis testing refers to a statistical process that helps researchers determine the reliability of a study by using a well formulated hypothesis and set of statistical tests individuals or businesses can make inferences about the population that they are studying and draw conclusions based on the data presented all hypothesis testing methods have the same four step process which includes stating the hypotheses formulating an analysis plan analyzing the sample data and analyzing the result 