Glossary entry

German term or phrase:

Flächentransformation

English translation:

normalization transformation, normal rank transformation, area transformation

Added to glossary by Susan Welsh
Oct 31, 2015 12:47
8 yrs ago
German term

Flächentransformation

German to English Social Sciences Mathematics & Statistics Business-focussed Invento
"Die Rohwerte werden hierbei (flächentransformiert) den Normwerten einer Sten-Skala zugeordnet."

I find that Flächentransformation is the same thing as Normalrangtransformation (https://de.wikipedia.org/wiki/Normalrangtransformation) and I find a definition of it here: https://books.google.ch/books?id=S9AYAUAiJo0C&pg=PA96&dq=Flä... -- but I still can't find how to translate it (or how to translate Normalrangtransformation, for that matter).

Thanks in advance ... again.

Discussion

DLyons Nov 1, 2015:
Here's a final example of a Flächentransformation - in this case a "t-score transformation" : "Wenn die Rohwerte nicht normal verteilt sind, kann man die übliche z-Formel nicht anwenden. Eine Möglichkeit der Anpassung an die Normalverteilung ist die Flächentransformation (T-Wert-Normierung)."

Again, that doesn't apply to stanines!

To summarize what I've been saying. "Flächentransformation " might best translated generically a "normalization transformation". More specifically, in the field of testing it seems to be used for McCall's Area Transformation.
Neither these really apply to stanines which is what the ST seems to be talking about. So I find the ST rather surprising (and perhaps inaccurate on this point?)

It's oversimplistic of Wiki to say that Flächentransformation is the same thing as Normalrangtransformation, although they are closely related.

To coin a phrase "Context is all" and I don't have a definitive answer. I suggest you refer it back to the client.
DLyons Nov 1, 2015:
Area Transformations Attempt to get the same area underneath the score distribution curve as in a normal distribution. They change the unit of measurement and also the unit of reference. Here, it seems like we are dealing with stanines https://en.wikipedia.org/wiki/Stanine which use a rank transformation to a normal curve.

Flächentransformation: https://books.google.ie/books?id=--MdBgAAQBAJ&pg=PA75

Here's an English reference where "area transformation" is being used https://books.google.ie/books?id=lYf5G-Ju46EC&pg=PA122

So I think one needs to know exactly what the raw scores are being converted into. If into percentiles, then this is a nonlinear transformation and "area transformation" may be appropriate. If into stanines then this is a linear transformation and "area transformation" is inappropriate.

"Prozentrang-Normen sind auch bei nicht-normalen Verteilungen verwendbar, da sie nicht auf einer linearen, sondern einer Flächentransformation der Rohwerteverteilung basieren."
Susan Welsh (asker) Nov 1, 2015:
@gangels I'm the one who wrote that Flächentransformation and Normalrangtransformation are the same thing, based on the Wikipedia entry: https://de.wikipedia.org/wiki/Normalrangtransformation . Is this incorrect?

Proposed translations

+1
57 mins
Selected

normal rank transformation

https://books.google.ie/books?id=A0bhBwAAQBAJ&pg=PA690

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Note added at 1 hr (2015-10-31 13:49:28 GMT)
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"Raw scores can often be converted to percentile ranks, standard scores, and age equivalent scores."
http://www.sess.ie/faq/glossary-terminology-relates-assessme...

--------------------------------------------------
Note added at 1 hr (2015-10-31 14:02:44 GMT)
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Both English and German here http://psychometrica.de/norming.html
Note from asker:
Thanks!
Peer comment(s):

agree Daniel Arnold (X)
48 mins
Danke Daniel.
agree Coqueiro : http://stat-gen.org/str/Mod3_Lab1_GWAA_typedSNPs.html
54 mins
Thanks Coqueiro.
disagree gangels (X) : The question was Flächen..., not Normalrang...
21 hrs
Thanks gangels. See discussion.
Something went wrong...
4 KudoZ points awarded for this answer. Comment: "Thanks for the research and advice, and I will definitely ask the client. When are you going to write your multilingual statistical dictionary?"
+1
8 hrs

area transformation

"A percentile rank is based on an area transformation and results in an ordinal score."
www.drbobstats.com/.../Standard-Scores-and-the-Normal-Distr...


"Area transformation to normalize scores. Sometimes it is an advantage to transform a set of raw scores to standard scores. If we should transform raw scores to z scores by Formula (3.6), we would have numbers with decimals and about half of them would be negative. However, there is a way to rid ourselves of these disadvantages by transforming our data into a close approximation to a normal distribution which will have a mean of 50 and a standard deviation of 10. We call this process an area transformation."

https://books.google.co.uk/books?id=n0DaBwAAQBAJ&pg=PA188&lp...
Note from asker:
Not really to Armorel, but to other users: The end of the link to Dr. Bob's Stats page is chopped off: It should be .ppt
Peer comment(s):

neutral DLyons : Maybe. See discussion.
47 mins
agree gangels (X)
14 hrs
Something went wrong...
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