Assumptions of Power Analysis in Machine Learning?

Data Science, AI and ML
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There are two assumptions in an analysis of power. The first assumption of analysis involves [random sampling. This means that the sample on which power analysis is being conducted is drawn by the process of [random sampling

Limitations

There are also certain limitations of the analysis of power. The researchers should know the factors that affect the power are not taken into account by certain software packages. Power analysis by certain software may recommend lower sample sizes than the ideal sample size for a given procedure. In other words, power analysis generates certain guidelines for the size of the sample but cannot reflect the complexities that a researcher comes across while doing certain research projects.

Statistics Solutions can assist with determining the sample size / power analysis for your research study. To learn more, visit our webpage on [sample size / power analysis