Been trying to this line to parse for a good 20mins, but all attempts have failed:
\beta = $-$0.84, t = $-$2.09, P = 0.04
Could anyone tell me why I'm getting a Missing $ inserted error here?
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egreg is right, of course. The statement should be
$\beta = -0.84$, $t = -0.209$, $P = 0.04$
\beta is a math character and will need some math environment to be displayed. That could be inline math mode, using
$...$ or some equation environment. You would also like the spacing to be correct between the numbers and the mathematical symbols, thus wrapping all of it in math mode.
The American Mathematical Society, amsmath, package is a sweet piece of information and a very useful tool.