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With Supervised Data Mining, Analysts Create a Model or Hypothesis

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With supervised data mining, analysts create a model or hypothesis before running the analysis.


Definitions:

Mixed-Methods Approach

A research approach that combines quantitative and qualitative methods to gather and analyze data, offering a more comprehensive understanding of research problems.

Quasi-Experiment

A research design that resembles an experimental design but does not include random assignment to conditions, making cause-and-effect deductions less stringent.

Lab Experiment

A research method where variables are controlled and manipulated in a laboratory setting to observe their effects on other variables.

External Validity

The extent to which research findings can be generalized or applied to other settings, populations, or time periods outside of the original study conditions.

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