Educalingo cookies are used to personalize ads and get web traffic statistics. We also share information about the use of the site with our social media, advertising and analytics partners.
Got it
Search

Meaning of "multicollinearity" in the English dictionary

Dictionary
DICTIONARY
section

PRONUNCIATION OF MULTICOLLINEARITY

multicollinearity  [ˌmʌltɪkəʊˌlɪnɪˈærɪtɪ] play
facebooktwitterpinterestwhatsapp

GRAMMATICAL CATEGORY OF MULTICOLLINEARITY

noun
adjective
verb
adverb
pronoun
preposition
conjunction
determiner
exclamation
Multicollinearity is a noun.
A noun is a type of word the meaning of which determines reality. Nouns provide the names for all things: people, objects, sensations, feelings, etc.

WHAT DOES MULTICOLLINEARITY MEAN IN ENGLISH?

Multicollinearity

Multicollinearity is a statistical phenomenon in which two or more predictor variables in a multiple regression model are highly correlated, meaning that one can be linearly predicted from the others with a non-trivial degree of accuracy. In this situation the coefficient estimates of the multiple regression may change erratically in response to small changes in the model or the data. Multicollinearity does not reduce the predictive power or reliability of the model as a whole, at least within the sample data themselves; it only affects calculations regarding individual predictors. That is, a multiple regression model with correlated predictors can indicate how well the entire bundle of predictors predicts the outcome variable, but it may not give valid results about any individual predictor, or about which predictors are redundant with respect to others. A high degree of multicollinearity can also prevent computer software packages from performing the matrix inversion required for computing the regression coefficients, or it may make the results of that inversion inaccurate.

Definition of multicollinearity in the English dictionary

The definition of multicollinearity in the dictionary is the condition occurring when two or more of the independent variables in a regression equation are correlated.

WORDS THAT RHYME WITH MULTICOLLINEARITY


charity
ˈtʃærɪtɪ
clarity
ˈklærɪtɪ
colinearity
ˌkəʊlɪnɪˈærɪtɪ
collinearity
ˌkɒlɪnɪˈærɪtɪ
curvilinearity
ˌkɜːvɪˌlɪnɪˈærɪtɪ
disparity
dɪˈspærɪtɪ
familiarity
fəˌmɪlɪˈærɪtɪ
linearity
ˌlɪnɪˈærɪtɪ
nonlinearity
ˌnɒnˌlɪnɪˈærɪtɪ
overfamiliarity
ˌəʊvəfəˌmɪlɪˈærɪtɪ
parity
ˈpærɪtɪ
peculiarity
pɪˌkjuːlɪˈærɪtɪ
polarity
pəʊˈlærɪtɪ
popularity
ˌpɒpjʊˈlærɪtɪ
rectilinearity
ˌrɛktɪˌlɪnɪˈærɪtɪ
regularity
ˌrɛɡjʊˈlærɪtɪ
singularity
ˌsɪŋɡjʊˈlærɪtɪ
solidarity
ˌsɒlɪˈdærɪtɪ
subsidiarity
səbˌsɪdɪˈærɪtɪ
unfamiliarity
ˌʌnfəmɪlɪˈærɪtɪ

WORDS THAT BEGIN LIKE MULTICOLLINEARITY

multichain
multichambered
multichannel
multichannel analyser
multicharacter
multicide
multicipital
multicity
multiclient
multicoated
multicolor
multicolour
multicoloured
multicolumn
multicomponent
multiconductor
multicopy
multicostate
multicounty
multicourse

WORDS THAT END LIKE MULTICOLLINEARITY

angularity
authority
capillarity
cellularity
circularity
complementarity
dissimilarity
granularity
insularity
interdisciplinarity
irregularity
modularity
molarity
muscularity
osmolarity
particularity
planarity
rarity
registered charity
similarity
vulgarity

Synonyms and antonyms of multicollinearity in the English dictionary of synonyms

SYNONYMS

Translation of «multicollinearity» into 25 languages

TRANSLATOR
online translator

TRANSLATION OF MULTICOLLINEARITY

Find out the translation of multicollinearity to 25 languages with our English multilingual translator.
The translations of multicollinearity from English to other languages presented in this section have been obtained through automatic statistical translation; where the essential translation unit is the word «multicollinearity» in English.

Translator English - Chinese

多重
1,325 millions of speakers

Translator English - Spanish

multicolinealidad
570 millions of speakers

English

multicollinearity
510 millions of speakers

Translator English - Hindi

multicollinearity
380 millions of speakers
ar

Translator English - Arabic

الخطية المتعددة
280 millions of speakers

Translator English - Russian

мультиколлинеарности
278 millions of speakers

Translator English - Portuguese

multicolinearidade
270 millions of speakers

Translator English - Bengali

multicollinearity
260 millions of speakers

Translator English - French

multicolinéarité
220 millions of speakers

Translator English - Malay

Multicollinearity
190 millions of speakers

Translator English - German

Multikollinearität
180 millions of speakers

Translator English - Japanese

多重共線性
130 millions of speakers

Translator English - Korean

다중 공선
85 millions of speakers

Translator English - Javanese

Multicollinearity
85 millions of speakers
vi

Translator English - Vietnamese

đa cộng
80 millions of speakers

Translator English - Tamil

multicollinearity
75 millions of speakers

Translator English - Marathi

मल्टीकोइलिलाइनिटी
75 millions of speakers

Translator English - Turkish

eşdüzlemlilik
70 millions of speakers

Translator English - Italian

multicollinearità
65 millions of speakers

Translator English - Polish

Współliniowość
50 millions of speakers

Translator English - Ukrainian

мультіколлінеарності
40 millions of speakers

Translator English - Romanian

multicoliniaritate
30 millions of speakers
el

Translator English - Greek

πολυσυγγραμμικότητα
15 millions of speakers
af

Translator English - Afrikaans

multikollineariteit
14 millions of speakers
sv

Translator English - Swedish

multikollinearitet
10 millions of speakers
no

Translator English - Norwegian

Multikollinearitet
5 millions of speakers

Trends of use of multicollinearity

TRENDS

TENDENCIES OF USE OF THE TERM «MULTICOLLINEARITY»

The term «multicollinearity» is regularly used and occupies the 73.738 position in our list of most widely used terms in the English dictionary.
0
100%
FREQUENCY
Regularly used
66
/100
The map shown above gives the frequency of use of the term «multicollinearity» in the different countries.
Principal search tendencies and common uses of multicollinearity
List of principal searches undertaken by users to access our English online dictionary and most widely used expressions with the word «multicollinearity».

FREQUENCY OF USE OF THE TERM «MULTICOLLINEARITY» OVER TIME

The graph expresses the annual evolution of the frequency of use of the word «multicollinearity» during the past 500 years. Its implementation is based on analysing how often the term «multicollinearity» appears in digitalised printed sources in English between the year 1500 and the present day.

Examples of use in the English literature, quotes and news about multicollinearity

EXAMPLES

10 ENGLISH BOOKS RELATING TO «MULTICOLLINEARITY»

Discover the use of multicollinearity in the following bibliographical selection. Books relating to multicollinearity and brief extracts from same to provide context of its use in English literature.
1
Neural Network Modeling Using Sas Enterprise Miner
Multicollinearity exists in a predictive model when two or more independent or input variables in the model are related to each other, which leads to the inability in analyzing the importance of the input variables in the model based on their ...
Randall Matignon, 2005
2
Introductory Econometrics for Finance
However, a problem occurs when the explanatory variables are very highly correlated with each other, and this problem is known as multicollinearity. It is possible to distinguish between two classes of multicollinearity: perfect multicollinearity ...
Chris Brooks, 2008
3
A Guide to Econometrics
Multicollinearity is the name given to this phenomenon. Although technically the fifth assumption of the CLR model is violated only in the case of exact multicollinearity (an exact linear relationship among some of the regressors), the presence ...
Peter Kennedy, 2003
4
Data Analysis and Decision Making
If the package interrupts the analysis with an error message containing the words “exact multicollinearity” or “linear dependence,” you should look for a redundant explanatory variable. The message from StatTools in this case is shown in ...
S. Albright, Wayne Winston, Christopher Zappe, 2010
5
A Course in Econometrics
Multicollinearity is no more (or less) serious than micronumerosity. Exact multicollinearity (R~, = 1) is a close analogue of exact micronumerosity (n = 0). When a research article complains about multicollinearity, readers ought to see whether ...
Arthur Stanley Goldberger, 1991
6
Introductory Econometrics: Using Monte Carlo Simulation with ...
Multicollinearity Workbook: Multicollinearity.xls This section deals with an important practical issue in multiple regression analysis: multicollinearity. We will tackle this subject by examining made- up data from the heating oil example.
Humberto Barreto, Frank Howland, 2006
7
Practical Business Statistics
The consequences of multicollinearity can be statistical or numerical: 1. Statistical consequences of multicollinearity include difficulties in testing individual regression coefficients due to inflated standard errors. Thus, you may be unable to ...
Andrew Siegel, 2011
8
SAS System for Regression: Third Edition
The existence of multicollinearity is not a violation of the assumptions underlying the use of regression analysis. In other words, the existence of multicollinearity does not affect the estimation of the dependent variable. That is, the resulting yˆ ...
Rudolf J. Freud, Ph.D., Ramon C. Littell, Ph.D., 2000
9
Success of University Spin-Offs: Network Activities and ...
Network Activities and Moderating Effects of Internal Communication and Adhocracy Prof. Dr. Achim Walter, Manoj Gupte. Fourthly, the Conditional Index indicates strong multicollinearity when values are above 30 (do., pp. 193 -194). Table 11 ...
Prof. Dr. Achim Walter, Manoj Gupte, 2007
10
Computer-Aided Multivariate Analysis, Fourth Edition
9.5 Regression analysis with multicollinearity In Section 7.9. we discussed multicollinearity (i.e.. when the independent variables are highly intercorrelated) and showed how it affected the estimate of the standard error of the regression ...
Abdelmonem Afifi, Susanne May, Virginia A. Clark, 2003

10 NEWS ITEMS WHICH INCLUDE THE TERM «MULTICOLLINEARITY»

Find out what the national and international press are talking about and how the term multicollinearity is used in the context of the following news items.
1
Neonatal care practice and factors affecting in Southwest Ethiopia: a …
Multicollinearity between the independent variables was assessed by using variance inflation factors (VIF >10 were considered as suggestive ... «BMC Blogs Network, Jul 15»
2
The Push-Pull Dynamic in Gold & Silver
This is important from a statistical perspective because it eliminates the possibility of multicollinearity, which can make regression results ... «Metal.com News, Jul 15»
3
The BDNF Val66Met polymorphism moderates the relationship …
Prior to analysis, the continuous independent predictor (CR) was mean-centered to reduce potential multicollinearity. Subsequent analyses ... «Nature.com, Jun 15»
4
Patient-Centered Teamwork in Care Transitions
Multivariate analyses were not undertaken due to the high degree of multicollinearity between the domains of the TPQ and CTS tools. «AJMC.com Managed Markets Network, Jun 15»
5
Using Hedonic Price Analysis In Food Labeling Class Actions
See Robert S. Pindyck and Daniel L. Rubenfeld, “The Effects of Multicollinearity” Econometric Models and Economic Forecasts, Irwin-McGraw ... «Law360, Jun 15»
6
Count the tricks and the treats: Tony Allen has his case for Defensive …
Gasol appears on most of those same lineups with Allen that are tops in defensive rating for the Grizzlies, making multicollinearity (Ed. Note: ... «Grizzly Bear Blues, Mar 15»
7
PT-PM, RPM and the Curious Case of Ersan Ilyasova and Khris …
It is impossible to tell precisely how much credit Middleton deserves, there are always issues of multicollinearity in adjusted plus-minus models ... «Mid Level Exceptional, Mar 15»
8
New research: How employee emotions' impact on customer …
The measurement of customer satisfaction has become stuck in evaluating statistical methods that deal with multicollinearity and using the ... «Bizcommunity.com, Mar 15»
9
Who Gets Into the NCAA Tournament?
... logistic regression, neural network, and support vector machine techniques, uses principal component factors to account for multicollinearity, ... «Mid Level Exceptional, Jan 15»
10
Why Shots Are Made (Or Missed) In The NBA
Several of the variables on the shot logs suffer from multicollinearity issues. In layman's terms, multicollinearity is when the variables used to ... «Mid Level Exceptional, Dec 14»

REFERENCE
« EDUCALINGO. Multicollinearity [online]. Available <https://educalingo.com/en/dic-en/multicollinearity>. Aug 2020 ».
en
English dictionary
Discover all that is hidden in the words on
index
a b c d e f g h i j k l m n o p q r s t u v w x y z