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After the first variable is removed, the variable with the smallest partial correlation remaining in the equation is considered next.
If there was a great collinearity (VIF>10), we removed the variable with great collinearity and reperformed the multivariable linear regression.
After examining the AIC of the model, we removed the variable with the largest p-value and built a reduced model.
A backward elimination method was used, in which each step removed the variable with the highest p-value above 0.10 according to the likelihood ratio test.
Szajna [ 36] removed the variable of user's "attitude" from the original TAM and revised the model to conclude that the intention to use is strong enough to influence technology acceptance.
To check the stability of our results among unsuccessfully treated couples, multivariate analyses were conducted a second time, but only among unsuccessfully treated couples, and thus after having removed the variable "result of IVF".
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We have therefore removed the variables 'residence type'safeafe drinking water' and 'satisfactory sanitation' from the equation for h, and used 'residence type' and 'satisfactory sanitation' as instruments for d.
Similarly, we have removed the variables 'child's age', both its linear and squared term, and 'sex of child' from the equation for d, and used all three terms as instruments for h.
Because of the failure in convergence, we removed the variables that had <5% cases with exposure or non-exposure category from the age-adjusted and multivariate logistic model [ 21].
For her study, Dr. Goel does her best to remove the variable of the external clock altogether -- hence the "no sunlight" rule.
The teams tried to remove the variable head region and keep the stem as the base of their vaccines.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com