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Re: looking for some reassurance [#permalink]
anonymousegmat wrote:
Kutner is definitely not an easy read, and I feel the notation used is not precise. Capital letters are generally reserved for random variables, yet my whole understanding of OLS is that our regressors are under experimental control.


That probably depends on how you learned that stuff. In linear algebra (which is what almost all of econometrics is derived from), capital letters represent matrices while lowercase letters are for vectors. Hence the regression Y = XB + E (B and E should be beta and epsilon greek letters here of course) refers to the 'true' model which presumably applies to the whole population. In other settings you may have the distinction you brought up, but all of my econometrics books (Greene, Woolridge, Hayashi, Goldberger, Kennedy) use this notation.
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Re: looking for some reassurance [#permalink]
What cabro57 is saying is how I learned it... then again, my college stats class was in the economics department.

Kutner isn't a bad book... it just tries to do too many things at once, resulting in 1) Sometimes not very detailed and 2) Weighing a metric ton... even our prof just decided to toss the book when some of us started showing up with rollaboards, lol.
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Re: looking for some reassurance [#permalink]
cabro57 wrote:
anonymousegmat wrote:
Kutner is definitely not an easy read, and I feel the notation used is not precise. Capital letters are generally reserved for random variables, yet my whole understanding of OLS is that our regressors are under experimental control.


That probably depends on how you learned that stuff. In linear algebra (which is what almost all of econometrics is derived from), capital letters represent matrices while lowercase letters are for vectors. Hence the regression Y = XB + E (B and E should be beta and epsilon greek letters here of course) refers to the 'true' model which presumably applies to the whole population. In other settings you may have the distinction you brought up, but all of my econometrics books (Greene, Woolridge, Hayashi, Goldberger, Kennedy) use this notation.


When my text uses matrix methods it uses boldface notation... so I think the authors are just taking shortcuts and not being careful with notation vis-a-vis what is random and what is not. I guess it is just implied that you are supposed to know when gears shift between random and not, but I think it is bogus. Likewise, I think it is lame to see a supposedly revered text find the derivative of a function with respect to Beta1 in order to minimize squared errors, when Beta1 is a constant, so it doesn't make sense.... if they were precise they would introduce a variable, theta. But I guess they didn't want to waste ink and add any more bulk to the text... (sarcasm).
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Re: looking for some reassurance [#permalink]
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