Questions tagged [scaled]

6 questions
2
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1 answer

Normalised binomial random variable

Assume $Z$ is a Binomial random variable with a distribution function $$ f(z)=\binom{n}{z}p^z(1-p)^{n-z} $$ What is the distribution of the random variable $Z/n$? Does it have a name? Any close form expression of the distribution of $Z/n$ will be…
1
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1 answer

Interpretation of scaled error measures

can someone give me an explanation on how one would interpret the result of a scaled error measure. For example the Mean Absolute Scaled Measure (MASE). The numerator is the mean absolute error and the denominator the mean absolute error of a…
ktl12
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1
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1 answer

Interpretation of OLS: Scale dependent variable by independent variable instead of including it in the regression model

How does the interpretation on the coefficient of X in this OLS model: Y(Profit in €) = b0 + b1 X + b2 X2 (Firm Size in €) + e change if I rewrite the model as Y(Profit in €) / X2(Firm Size in €) = b0 + b1 X + e. In other words, is easy way to…
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How to interprete a scaled response variable as an unscaled response variable?

I'm new to R and I'm having trouble to interpret the estimates of my scaled response variable. I used (scale) function to standardize all my variables (1 response variable and 7 explanatory variables) in a lmermodel. The estimates (in summary) of…
Thalia
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1 answer

Scaling formula (reference required)

I came across a very good scaling formula to scale theta based on Item Response Theory to the scale of 31-68. The original post is here. The formula looks like this: $f(x) = \frac{(b-a)(x-min)}{max-min} + a$ Would anyone kindly point out where I can…
0
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1 answer

Confused about h-step ahead forecasts

I have 12 months of in-sample data and 12 months of out-of-sample data. I'm trying to calculate the scaled error for an h-step ahead forecast where h=1, 6 and 12. Do I just calculate the error at each of these points and divide each by the average…
Angus
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