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The degree of correlation between the performance in the discrimination task and subjective visibility was assessed with the non-parametric Kendall τ, which tested the trial-by-trial relationship between the correctness of the discrimination response (a binary variable) and the PA score [24].
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In this regression, response was a binary variable (response time ≤ 8 min vs. > 8 min; dead vs. alive), and the reference category was temporary stations.
When modelling the categorical response variables, we recoded each response as a binary variable to reflect whether the patient had improved or not that is, remained unchanged or lacked improvement.
Now, if the survey considers a different type of question (or questions) to determine the perception of security from the survey respondent, it is also possible to either transform the response into a binary variable or to assign a number based on the order of the response Kershaw and Tseloni (2005).
Exposure assessment for nonfarm occupational pesticide and house and garden use was derived directly from the questionnaire responses, and a binary variable of ever/never use of any pesticide was created for analysis.
In the behavioral experiments, the measured response variable was whether a honeybee extended its proboscis in response to stimulation (a binary variable, yes or no).
The response variable was a binary variable representing whether the gene was involved in a particular biological function.
Our response variable was a binary variable that reflected whether influenza was detected or undetected at a site.
Logistic regression was used to model the association of explanatory variables with response coded as a binary variable.
For intention to leave we used the Likert response recoded as a binary variable indicating those health workers who agreed that they were actively seeking alternative employment.
For five of the six responses, xijk is a binary variable; for example, a F1 diapausing egg hatches (xijk = 1) or not (xijk = 0), and each individual case acts as a replicate.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com