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Beside generic ODD editors, which have been introduced in [22], also automatic mechanisms for validating the created ODDs are required in practice to ensure valid specifications.
Examples are the laboratory procedures that are crucial to ensure valid conclusions in experimental studies and the numerous factors that can threaten validity and produce bias in observational studies.
What has been done to ensure valid values and structure?
Pens must be replicated, randomized, and included in the statistical model to ensure valid statistical inference.
Examination of measurement invariance is an important step to ensure valid analysis.
It is very time-consuming and costly, and it must be done carefully to ensure valid results.
To ensure valid results and avoid bias in our sample, we compared companies only to industry peers with similar opportunity sets and market conditions.
We then describe the assumptions required for each of the designs to ensure valid causal inference and discuss the tests available to examine the assumptions.
Data used for evaluating quality of medical care need to be of high reliability to ensure valid quality assessment and benchmarking.
We present these principles and argue that adherence to these principles is vital to ensure valid interpretation of clinical trial findings, identify meaningful differences among investigational strategies, and better translate clinical trial results to diverse stakeholders.
The device was calibrated according to the manufacturer recommendations before testing to ensure valid results.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com