https://www.proz.com/kudoz/spanish-to-english/science-general/6126875-regresiones-logisticas-binarias-y-policotomicas.html

Glossary entry

Spanish term or phrase:

regresiones logisticas binarias y policotomicas

English translation:

binary and multinomial logistic regressions

Added to glossary by Caroline Clarke
Jun 10, 2016 13:55
7 yrs ago
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Spanish term

regresiones logisticas binarias y policotomicas

Spanish to English Science Science (general) statistics
This is in a Mexican medical document, describing statistical analysis of the results of a survey for a study. The sentence is, "Se obtendran las prevalencias de consumo, las tendencias y los intervalos de confianza a traves del programa STATA y se evaluaran los factores asociados al consumo a traves de regresiones logisticas binarias y policotomicas. I have everything except the last word. (sorry, this won't let me use accents!)

I'm thinking along the lines of multivariant logistical, multiple category... I even found "multichotomous" but I can't understand the definition. My expertise is medical translation, with basic statistics terminology!
Change log

Jun 13, 2016 09:31: Caroline Clarke Created KOG entry

Discussion

Robert Carter Jun 11, 2016:
@Taña On further reflection, I think, given the entry in Merriam-Webster pointed to by Phil's reference, we'll have to concede that polychotomous, while erroneous at its origin, does in fact exist, and has done for quite some time.
There does, however, appear to be some difference between the two words, if we are to believe the Oxford:

polychotomy
NOUN
Division into more than two parts or groups; especially ( Taxonomy ) the division of a taxonomic grouping into more than two subgroups; an instance of this.

http://www.oxforddictionaries.com/definition/english/polytom...

cf

polytomy
NOUN
1 Logic and Statistics . A division or classification into several (usually more than three) groups or subsets; (in later use also) the assignment of three or more possible values to a categorical variable.
2 Biology and Taxonomy . Division into more than two branches at the same point or node; the occurrence of such branching.

http://www.oxforddictionaries.com/definition/english/polytom...

So, perhaps "polytomous" is the word that should be used, in any case, and "polychotomous", a solecism originally coined in taxonomy, has mistakenly gained currency in statistics literature.
Taña Dalglish Jun 11, 2016:
@ Francois Two against one. The word "polychotomous" should NOT exist, despite your insistence that the link Phil provided cannot be disputed (American Statistical Association). In fact, the one I found (Penn State) makes explicit mention that the word "polychotomous" is non-existent. Furthermore, perhaps if you care to read Robert's entry regarding the etymology of the word, you may change your mind. Following Robert's line of reasoning, and I am agreeing with him, the use of "polychotomous" is erroneous, and if we are to follow the etymology. Regards.
Robert Carter Jun 11, 2016:
Polytomous and dichotomous Yes, Taña, you're right, polychotomous doesn't exist. It's probably from a misunderstanding of the roots of the word. They've lopped the "di-" off "dichotomous" and put "poly-" in front of "chotomous", whereas the prefix is actually "dicho-", not "di-". It's like saying monogamous and polynogamous (instead of polygamous).

The term dichotomy is from the Greek language διχοτομία dichotomía "dividing in two" from δίχα dícha "in two, asunder" and τομή tomḗ "a cutting, incision".
https://en.wikipedia.org/wiki/Dichotomy
Taña Dalglish Jun 10, 2016:
I am only playing devil's advocate here, but according to this link, the word "polychotomous" does not exist, but I must be careful to say that it appears quite frequently in literature, which then raises the question, "Who is right?", or "two schools of thought"?

8.1 - Polytomous (Multinomial) Logistic Regression | STAT 504
https://onlinecourses.science.psu.edu/stat504/node/172
We have already learned about binary logistic regression, where the ... (Note: The word polychotomous is sometimes used, but this word does not exist!).

Logistic Regression Models for Multinomial and Ordinal Variables
www.theanalysisfactor.com/logistic-regression-models-for-mu...
The multinomial (a.k.a. polytomous) logistic regression model is a simple extension of the binomial logistic regression model. ... In multinomial logistic regression the dependent variable is dummy coded into multiple 1/0 variables. ... The mulitnomial logistic regression then estimates a ...

It could not be further from my working field, so I leave it at that. Regards.

matt robinson Jun 10, 2016:
binomial or polynomial logistic regressions...I think. I haven't come across 'policotomica' I have also seen binary instead of binomial. Perhaps this is a good starting point, anyway.

Proposed translations

+4
1 hr
Selected

binary and multinomial logistic regressions

I think that "multinomial" is the word you want.

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Note added at 1 day38 mins (2016-06-11 14:34:25 GMT)
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Bog-standard logistic regression is binary, i.e. the dependent variable is binary (can take one of two outcomes, e.g. doing a regression analysis to predict whether a patient is alive or dead after x amount of time), and the extension of this is called multinomial, when the dependent variable has 3 or more categories (e.g. doing a regression analysis to predict whether a patient has mild, moderate or severe depression in x amount of time).

I have never seen the 3+ version (i.e. more than binary/binomial) called anything other than multinomial.

Thanks for the discussion, everyone! :)
Peer comment(s):

agree Francois Boye : The two concepts (multinomial and polychotomous) are the same// I am sorry, the concept of polychotomous variable does exist! See the attachment: http://www.statisticshowto.com/polychotomous-variable/
1 hr
Thanks for the discussion, everyone!
agree Taña Dalglish : You deserve the agree. I don't understand Francois and it does not merit a neutral, as you made no reference to both terms. https://onlinecourses.science.psu.edu/stat504/node/172 (polychotomous according to this does/should not exist). Regards Caroline
2 hrs
Thanks for the discussion, everyone!
agree Robert Carter : Not my area either, but this appears to be correct too.
9 hrs
Thanks for the discussion, everyone!
agree Anne Schulz : 'multinomial' is more commonly used than 'polytomous', IMO
16 hrs
Thanks for the discussion, everyone!
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4 KudoZ points awarded for this answer. Comment: "Thanks to everyone for the lesson in synonyms. I'm going with "binomial and multinomial" logistic regressions. It flows better."
+2
17 mins

polytomous

I wonder if it could be a mistake for polytomous logistic regression?

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Note added at 21 mins (2016-06-10 14:17:13 GMT)
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ie, they did binary/binomial logistic regression and polytomous logistic regression. I am not a big fan of statistics either!
Peer comment(s):

agree Robert Carter : Agree with your addendum. Well spotted.
10 hrs
agree Anne Schulz
17 hrs
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+1
19 mins

binary and polychotomous logistic regressions

I'm not going to bother with a long explanation, because this is even further out of my field than it is yours!

"Logistical regression" does get hits, but "logistic" gets far more, so I suspect the former may be a widespread mistake.

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Note added at 22 mins (2016-06-10 14:18:14 GMT)
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Theotry and method: polychotomous regression
http://amstat.tandfonline.com/doi/abs/10.1080/01621459.1997....
Peer comment(s):

neutral Robert Carter : Sorry Phil, as Taña has mentioned above, polychotomous doesn't exist.//Perhaps I should have said "shouldn't exist" :-)//Be careful with Google hits, there are actually only 88, not 54,000.
10 hrs
Of course it does! It's in Webster's, and it gets 54,000 hits. The Spanish word for "multinomial" is "multinomial".
agree Francois Boye : I cannot dispute the existence of the article attached by Phil. However, I agree that the concept of multinomial variable is by far more used in the bio/econometric literature and softwares.
10 hrs
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Reference comments

18 hrs
Reference:

Wikipedia says...

In statistics, multinomial logistic regression is a classification method that generalizes logistic regression to multiclass problems, i.e. with more than two possible discrete outcomes. That is, it is a model that is used to predict the probabilities of the different possible outcomes of a categorically distributed dependent variable, given a set of independent variables (which may be real-valued, binary-valued, categorical-valued, etc.).

Multinomial logistic regression is known by a variety of other names, including polytomous LR, multiclass LR, softmax regression, multinomial logit, maximum entropy (MaxEnt) classifier, conditional maximum entropy model.

https://en.wikipedia.org/wiki/Multinomial_logistic_regressio...
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