The analytics team is assessing the results of their analysis. They are surprised to find that their data indicates two events seem to be strongly related even though the general belief in the organization is that they are independent of each other. Knowing that this information will be used for decision making, they are concerned about presenting this data.
At an impasse, the business analysis professional reminds them that the data can be presented as long as the team has:
When assessing the results of data analysis, it's crucial to ensure the reliability and accuracy of the findings. The best way to minimize the risk of acting on incorrect data is to have the ability to rerun the data analysis and obtain the same results. This reproducibility confirms that the data analysis is consistent and not a result of random chance or error, thereby providing a sound basis for decision-making.
C. The ability to rerun the data analysis and the results are the same thereby minimizing the risk of acting on this Having the ability to rerun the analysis and obtain the same results ensures that the findings are reproducible and reliable. This helps minimize the risk of acting on incorrect data and provides confidence in the analysis, making it a sound basis for decision-making. B emphasizes communication and risk awareness, while C emphasizes technical rigor and reproducibility.