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Economists have long known that racial identity, whether self-selected or assigned, is a statistically significant and substantively large explanatory variable for a wide variety of social and economic outcomes.
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The most influential variables on carbon storage in the region are anthropogenic, particularly historical logging, as noted by the largest coefficient of explanatory variable on the response variable.
However, when statistical models are estimated that include a large number of explanatory variables these assumptions may be violated.
A large number of explanatory variables was considered, including the questions on the degree that each factor affects the habitual mode choice (top of Table 1), demographic and socioeconomic data.
"Spurious results are virtually certain with small n, a large number of explanatory variables, and an intense search".
The CART method is useful when dealing with large numbers of explanatory variables and to explore the relationship and the relative importance of these variables as well as all their possible interactions [13].
Logistic regression modelling was conducted in three stages due to the large number of explanatory variables.
Our exploratory analysis included a large number of explanatory variables, which has certain drawbacks.
Possible limitations include patient selection, the cross-sectional design and the large number of explanatory variables addressed.
The situation is often characterized by a relatively small number of patients and a large number of explanatory variables.
In the context of PLS-DA, the large number of explanatory variables compared to the number of objects significantly increases the probability of good discrimination by chance.
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CEO of Professional Science Editing for Scientists @ prosciediting.com