2.10 Tests and Experiments
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FAQ
A statistical experiment is defined as an ordered procedure which is performed with the objective of verifying, and determining the validity of the hypothesis. Before performing any experiment, some specific questions for which the experiment is intended should be clearly identified.
The (statistical) design of experiments (DOE) is an efficient procedure for planning experiments so that the data obtained can be analyzed to yield valid and objective conclusions. DOE begins with determining the objectives of an experiment and selecting the process factors for the study.
An example of such a statistical experiment would be to randomly assign some school districts to mask mandates and others to a control condition and then compare the outcomes. What I want to say here is that this sort of statistical ?experiment? is not necessarily the sort of science experiment we would want.
Experiment. A controlled study conducted to determine the effect varying one or more explanatory variables or factors has on a response variable.
: an operation or procedure carried out under controlled conditions in order to discover an unknown effect or law, to test or establish a hypothesis, or to illustrate a known law. obsolete : experience.
Experiments must satisfy the scientific quality criteria of objectivity, reliability , and validity. Please note that the definitions in our statistics encyclopedia are simplified explanations of terms.
