Mar 11, 2018 22:34
6 yrs ago
Spanish term

análisis de regresión múltiple ajustada de factores.

Spanish to English Marketing Mathematics & Statistics statistics used for reputation analysis
Pesos
Con el objetivo de analizar en qué medida cada una de estas variables explica la reputación Global de la empresa, se realiza un análisis de regresión múltiple ajustada de factores.
Como resultado de este proceso estadístico se obtienen los denominados “drivers” o “pesos”, que se calculan tanto para los 26 atributos como para las dimensiones.
Estos pesos se muestran a lo largo del informe como porcentajes e indican en qué medida cada una de las variables (atributos o dimensiones) contribuye en la construcción de la reputación de la empresa.

I´m not quite sure how to translate this sentence. It comes from a report by Reptrak . You can find more information about them on the following link: https://www.reputationinstitute.com/about

Discussion

Toby Wakely (asker) Mar 12, 2018:
i´ll look into it. I´m not sure, I´ve forwarded these questions onto the client
nweatherdon Mar 12, 2018:
Can you mention the specific regression method used, and the way in which the factors are used for the adjustment? For example, perhaps it's simply a regression which accounts for several factors. Or otherwise it could be multiple separate regressions, each of which including just one of multiple alternative "factors" considered. Also, does "factors" have the meaning of a "statistical factor" or is it more like "things/variables that we're looking at"?

Proposed translations

4 hrs
Selected

multiple regression analysis based on factor analysis

Let me provide a simple explanation:

A) Let Y a variable vector you want to explain and X the matrix containing all the explanatory variables likely to explain Y.

B) A multiple regression analysis consists in regressing y on the matrix X. But this is not what this text is talking about.

C) The text is saying that it is necessary first to submit X to a factor analysis, which generates factor vectors.

D) The expression 'factor adjusted' in the text means that each factor vector is a linear combination of the variable vectors in the matrix X.

E) The last step of the process is to run a multiple regression with Y the endogenous variable and the matrix of factors as the matrix of explanatory variables.

I cannot be more precise than that. Otherwise, it would be pure algebra and pure statistics.





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Note added at 15 hrs (2018-03-12 13:53:03 GMT)
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The drivers or pesos mentioned in the text are the coefficients of the linear combinations mentioned above.
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4 KudoZ points awarded for this answer. Comment: "OK, I think this works well, thanks"
16 mins

factor-adjusted multiple regression analysis

I would say

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Note added at 17 mins (2018-03-11 22:51:44 GMT)
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log.minitab.com/.../multiple-regession-analysis-use-adjusted-r-sq...
Traducir esta página
13 jun. 2013 - Multiple Regression Analysis: Use Adjusted R-Squared and Predicted R-Squared to Include the Correct Number of Variables ... In my last post, I showed how R-squared cannot determine whether the coefficient estimates and predictions are biased, which is why you must assess the residual plots. However ...

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Note added at 19 mins (2018-03-11 22:53:06 GMT)
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ww.statsoft.com/Textbook/Multiple-Regression

This information can be used in a multiple regression analysis to build a regression equation of the form: Salary = .5*Resp + .8*No_Super. Once this so-called regression line has been determined, the analyst can now easily construct a graph of the expected (predicted) salaries and the actual salaries of job incumbents in ...
Peer comment(s):

agree Daniel Liberman
11 mins
thanks Daniel
disagree Francois Boye : Adjusted R-Squared has nothing to do with the concept submitted by Asker
4 hrs
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+1
16 hrs

adjusted multiple regression analysis of factors

-
Peer comment(s):

neutral Francois Boye : What does it mean?
4 hrs
agree Peter Clews : I don't knowwhat it means, but this seems the most likely. "Ajustada" is femenine singular, so the only thing it can refer to is "regresión", not "factores", and not "análisis".
1 day 4 hrs
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