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There were so many more variables and bigger questions to ponder.
On Sky, Giuseppe Bergomi argued that "being a defender today is far more difficult than in my day" because there are "so many more variables".
Selling television service is even more complicated and involves many more variables, including set-top boxes that technicians typically must install.
In many problems, we have many more variables than observations, and the lasso penalty and its hybrids have become increasingly useful.
In the early 1980's, with harness racing in steep decline, Dahlman shifted his action to the Thoroughbred tracks, where he had to learn a brand-new game, one with many more variables.
Some individuals who commented on this essay acknowledged this feature of scientific investigation by noting that other areas of inquiry have many more variables to contend with; that these variables are often difficult to quantify; and, of course, that human subjective experience may be involved in the phenomena that we seek to understand.
Similar(15)
Four of those eight data sets have nearly equal numbers of variable characters between the mtDNA and nucDNA data sets (balistid fish, cotingid birds, emydid turtles, murid rodents (Philippines); Table 3), but two actually have many more variable mtDNA characters than nucDNA characters (hylid frogs, phrynosomatid lizards; Table 3).
In contrast, for more exploratory studies where species and habitats are not known, ideally many more environmental variables would have to be taken into account.
In our models, post-treatment pain intensity alone predicted future pain intensity as well as or better than the post-treatment model built using many more predictor variables.
Existing datasets may also contain many more candidate variables than are really required to develop a good model, which can lead to multiple testing problems and a temptation to 'dredge' the data [ 6].
A related phenomenon is that with many cases, more variables can be added, something that is sometimes done with minimal justification.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com