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Also, the structure of the matrix which is almost diagonal suggests that the assumed normality assumption on the random effects is valid.
In addition, the low levels of tobacco exposure from partner smoking in non-smoking pregnant women in this cohort suggest that the use of partner's smoking as a negative control for investigating intrauterine effects is valid (40).
If a large fraction of effects is valid, one would expect them to have similar values centered around the true causal effect, and therefore give rise to a peak in the histogram.
It espouses what we call the "random parents commonplace": that modeling parental contributions as random effects is valid only if the parents have been drawn at random from a larger population and it is the variance parameters of this larger population that the investigator seeks to estimate.
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First, we investigated if the reported antioxidant protective effects are valid for neural stem cells.
"No matter what you think is the culprit in the diet, dietary change can be very complex". Researchers also asked whether the effects were valid.
If these effects are valid in patients, they will be clinically important when using NAVA as a weaning mode.
An important issue also is whether the beneficial effects are valid both for disease prevention and delaying and/or improving existing metabolic diseases.
Therefore, the tests for individual effects are valid, showing a significant effect of "treatment duration", but no significant effect of sex, age, and medication.
Concerns among HIV positive women of potential side effects are valid and health education strategies need to be developed to allay fears and improve understanding of this method of FP.
To address whether estimated effects are valid and whether they are strongly influenced by different model specifications during the modeling process, we conducted a series of sensitivity analyses in two areas.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com