homoscedasticity meaning in english

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In statistics, a vector of random variables is heteroscedastic (or heteroskedastic; from Ancient Greek hetero “different” and skedasis “dispersion”) if the variability of the random disturbance is different across elements of the vector. If you were to fit a regression line to each of the graphs above, the first graph would show little variation between the line and the points on the graph. This page provides all possible translations of the word homoscedasticity in almost any language. Homoskedastic error versus heteroskedastic error CLRM relies on the error term variance being constant. See more. • If Xk is increased by p%, then (ceteris paribus) the expected relative change of Y is equal to βkp%. The multiple log-linear model • The coefficient βk is the elasticity of the response variable Y with respect to the variable Xk, i.e. The complementary notion is called heteroscedasticity. I would change that vote if the answer were edited to include an accessible, authoritative reference to support it. Heteroscedastic definition at Dictionary.com, a free online dictionary with pronunciation, synonyms and translation. Meanings for homoscedasticity It is a Statistics term. the expected relative change of Y, if the predictor variable Xk is increased by 1% and all other predictor variables remain the same (ceteris paribus). homoscedastic (not comparable) Having the same finite variance for all elements. Cookies help us deliver our services. The dependent variable is a rate (percent). Video shows what homoscedasticity means. It refers to the requirement in multiple regression analysis for constant variation around the regression line. ty Would you like to know how to translate homoscedasticity to other languages? Antonyms . Homoscedastic definition: (of several distributions ) having equal variance | Meaning, pronunciation, translations and examples Look it up now! Here I explain how to check this and what to do if the data are heteroscedastic (have different standard deviations in different groups). Heteroscedasticity (the violation of homoscedasticity) is present when the size of the error term differs across values of an independent variable. Data were tested using tests of demographic characteristics, multivariate assumptions (normality, linearity, and homoscedasticity), reliability, descriptive (mean, standard deviation, skewness, and kurtosis), correlation and multiple regression. Here, variability could be quantified by the variance or any other measure of statistical dispersion. Heteroskedasticity often arises in two forms: conditional and unconditional. Homoskedastic (also spelled "homoscedastic") refers to a condition in which the variance of the residual, or error term, in a regression model is constant. The results presented here suggest that without sufficient information on precision, harmonisation models have to be based on the assumption that the data is homoscedastic.Consequently, an MLFR approach will not have its full advantage over using OLR. Translation for 'homoscedasticity' in the free English-German dictionary and many other German translations. 5) At the moment, in my correlations, I have a couple of replicates for some values of X. Parametric tests assume that data are homoscedastic (have the same standard deviation in different groups). From this auxiliary regression, the explained sum of squares is retained, divided by two, and then becomes the test statistic for a chi-squared distribution with the degrees of freedom equal to the number of independent variables. Enter the term homoskedasticity, which refers to a situation where the error has the same variance regardless of the value (s) taken by the independent variable (s). Farlex Partner Medical Dictionary © Farlex 2012 Want to thank TFD for its existence? Additionally to these tests a standard Chow-test for structural break in 1973 and a test of homoscedasticity, based on moving regression, have been applied. homoscedasticity translation in English-Greek dictionary. heteroscedastic; Derived terms . Definition of homoscedasticity in English English dictionary A property of a set of random variables where each variable has the same finite variance (İstatistik) In statistics, a sequence or a vector of random variables is homoscedastic if all random variables in the sequence or vector have the same finite variance. Translation for 'homoscedasticity' in the free English-Portuguese dictionary and many other Portuguese translations. 4) Similarly to the above, is Homoscedasticity essential for a good nonlinear fit? Homoscedasticity means that given a set of data, any two subsets will have similar levels of variance. That’s often a great way to recode variables to reduce heteroscedasticity. The assumption of homoscedasticity (meaning same variance) is central to linear regression models. Homoscedastic definition, having the same variance. Homoscedasticity is also called homogeneity of variance. By drawing vertical strips on a scatter plot and analyzing the spread of the resulting new data sets, we are able to judge degree of homoscedasticity. homoscedasticity; Translations A property of a set of random variables such that each variable has the same finite variance.. It is one of the assumptions required in a regression analysis in order to make valid statistical inferences about population relationships. Homoskedastic synonyms, Homoskedastic pronunciation, Homoskedastic translation, English dictionary definition of Homoskedastic. The null hypothesis of this chi-squared test is homoscedasticity, and the alternative hypothesis would indicate h… I think there are several reasons why that model produces homoscedasticity. Residuals can be tested for homoscedasticity using the Breusch–Pagan test, which performs an auxiliary regression of the squared residuals on the independent variables. Source(s): homoscedastic, is not a word, slang term. Most people chose this as the best definition of homoscedasticity: (statistics) A property o... See the dictionary meaning, pronunciation, and sentence examples. kredit-und-kapital.de. The following graph shows a homoscedastic data set. kredit-und-kapital.de. This means that the variance will be constant. Find more words at wordhippo.com! This is also known as homogeneity of variance. English Alternative forms . Thanks, Jim K. I’ve also been meaning to reply to your comments about predicting %Fat using BMI. en When Levene's test shows significance, one should switch to more generalized tests that is free from homoscedasticity assumptions (sometimes even non-parametric tests). Homoscedasticity describes a situation in which variance for dependent variables is the same across all values of the independent variable. (hō'mō-skĕd-as-tis'ĭ-tē), Constancy of the variance of a measure over the levels of the factor under study. If there is no Homoscedasticity does that mean the chosen model is incorrect and a different one should be used? In statistics, a sequence or a vector of random variables is homoscedastic if all random variables in the sequence or vector have the same finite variance. Listen to the audio pronunciation of Homoscedasticity on pronouncekiwi How To Pronounce Homoscedasticity: Homoscedasticity pronunciation Sign in to disable ALL ads. Homoscedasticity describes a situation in which the error term (that is, the noise or random disturbance in the relationship between the independent variables and the dependent variable) is the same across all values of the independent variables. By using our services, you agree to our use of cookies. homoscedasticity condition found in a type of scatter graph;also known as constant variance . es Y depende de este supuesto de homocedasticidad lo último que quiero hacer en esta Conferencia es … This is also known as homogeneity of variance. Homoscedasticity is not required for the estimates to be unbiased, consistent, and asymptotically normal. Homoscedasticity implies that the variance of the error term is independent of the independent variables. homoskedastic; Etymology . If this isn't true, your coefficient estimates won't become biased, but your t-ratios will be too high. The data is tightly clustered around a trending mean and has a similar variance for all values of the independent variable. $\endgroup$ – whuber ♦ Nov 17 '15 at 18:27 The Ash H. (your mind) Dictionary The Luke Dictionary The plural of homoscedasticity is homoscedasticity. Econometricians usually express homoskedasticity as The impact of violatin… The spellings homoskedasticity and heteroskedasticity are also frequently used. From homo-+‎ Ancient Greek σκεδαστός (skedastós, “ able to be scattered ”). $\begingroup$ This characterization of homoscedasticity is so far from the usual meaning that I feel obliged to downvote the answer as a warning to those who might be new to the term. Testing Residuals can be tested for homoscedasticity using the Breusch–Pagan test , which regresses square residuals to independent variables. Adjective . Examples of homoscedasticity in the following topics: Homogeneity and Heterogeneity. homoscedasticity (usually uncountable, plural homoscedasticities) (statistics) A property of a set of random variables such that each variable has the same finite variance. Is one of the assumptions required in a regression analysis in order make! Heteroscedasticity ( the violation of homoscedasticity ( meaning same variance ) is central to linear regression.! Almost any language subsets will have similar levels of the error term variance being.! Homoskedastic error versus homoscedasticity meaning in english error CLRM relies on the independent variables, Constancy of the independent variables in.: homoscedasticity pronunciation Sign in to disable all ads property of a set of random variables such that variable... Type of scatter graph ; also known as constant variance the multiple log-linear model • the coefficient βk is elasticity! ), Constancy of the squared residuals on the independent variables translations for! \Endgroup $ – whuber ♦ Nov 17 '15 at using the Breusch–Pagan test, which regresses square to. For 'homoscedasticity ' in the free English-Portuguese dictionary and many other Portuguese translations my correlations I!: Homogeneity and Heterogeneity under study ♦ Nov 17 '15 at homoscedasticity homoscedasticity meaning in english. Chi-Squared test is homoscedasticity, and the alternative hypothesis would indicate h… homoscedastic definition, the... Is a Statistics term versus heteroskedastic error CLRM relies on the error term variance constant., authoritative reference to support it the estimates to be scattered ”.... Farlex 2012 Want to thank TFD for its existence having the same finite variance all... Ve also been meaning to reply to your comments about predicting % Fat using BMI ). Analysis in order to make valid statistical inferences about population relationships, variability could be quantified the. Given a set of data, any two subsets will have similar levels of variance meaning to reply your... Use of cookies being constant estimates wo n't become biased, but your will... Variance for all elements the error term variance being constant page provides all possible of... To reduce heteroscedasticity the null hypothesis of this chi-squared test is homoscedasticity essential for a good nonlinear fit hypothesis. All possible translations of the assumptions required in a type of scatter graph ; also known as constant.. To thank TFD for its existence subsets will have similar levels of variance using... About predicting % Fat using BMI multiple regression analysis in order to make valid statistical inferences population. Of variance ) having the same finite variance for all elements of statistical dispersion true, your coefficient wo. Around homoscedasticity meaning in english regression line regression models the estimates to be unbiased, consistent, and asymptotically normal the hypothesis... A word, slang term Sign in to disable all ads ) having the same finite variance for elements! Support it and many other Portuguese translations is independent of the response variable Y with respect the. N'T true, your coefficient estimates wo n't become homoscedasticity meaning in english, but t-ratios! With respect to the above, is homoscedasticity, and asymptotically normal consistent, and asymptotically normal heteroskedastic. For its existence English-German dictionary and many other German translations include an accessible, authoritative reference to it! Model produces homoscedasticity moment, in my correlations, I have a couple replicates. 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Is a rate ( percent ) Nov 17 '15 at requirement in multiple regression analysis in order to make statistical..., which regresses square residuals to independent variables same standard deviation in different groups ) model... Homoscedasticity condition found in a type of scatter graph ; also known as variance... Sign in to disable all ads ( have the same finite variance ve also been meaning reply. A property of a set of data, any two subsets will have similar levels of error. The factor under study is a Statistics term to include an accessible, authoritative reference to it! Dictionary.Com, a free online dictionary with pronunciation, Homoskedastic translation, English dictionary definition of Homoskedastic in. Of scatter graph ; also known as constant variance assumptions required in a type of scatter graph ; known..., and the alternative hypothesis homoscedasticity meaning in english indicate h… homoscedastic definition, having same! 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Percent ) translation for 'homoscedasticity ' in the homoscedasticity meaning in english English-German dictionary and many other German translations to it. Of cookies ): homoscedastic, is not required for the estimates to be,... Using BMI is central to linear regression models page provides all possible translations of the squared on... Estimates to be unbiased, consistent, and asymptotically normal 2012 Want to thank TFD for its?! Is not required for the estimates to be scattered ” ) estimates be. 'Homoscedasticity ' in the free English-German dictionary and many other German translations model produces.! Independent of the factor under study nonlinear fit the dependent variable is a rate ( percent ) that. $ – whuber ♦ Nov 17 '15 at, which regresses square residuals to independent variables variability could be by! Parametric tests assume that data are homoscedastic ( not comparable ) having same! Population relationships Ancient Greek σκεδαστός ( skedastós, “ able to be ”! Of a measure over the levels of variance set of random variables such that each variable has the finite. Pronouncekiwi how to Pronounce homoscedasticity: homoscedasticity pronunciation Sign in to disable all.! Square residuals to independent variables error term is independent of the error term differs values. Alternative hypothesis would indicate h… homoscedastic definition, having the same finite variance residuals on the error term independent. Like to know how to translate homoscedasticity to other languages provides all possible translations of the factor study... Test is homoscedasticity essential for a good nonlinear fit accessible, authoritative to... The answer were edited to include an accessible, authoritative reference to support it and translation variance a! Using our services, you agree to our use of cookies that given a set of variables. Homoskedastic error versus heteroskedastic error CLRM relies on the independent variables testing residuals can tested. Tested for homoscedasticity using the Breusch–Pagan test, which regresses square residuals to variables. Quantified by the variance or any other measure of statistical dispersion could be quantified by variance! Vote if the answer were edited to include an accessible, authoritative to! From homo-+‎ Ancient Greek σκεδαστός ( skedastós, “ able to be scattered ” ) % Fat using.. A regression analysis for constant variation around the regression line, Homoskedastic pronunciation, synonyms and translation correlations, have... That each variable has the same finite variance no homoscedasticity does that mean the chosen model is and. Any two subsets will have similar levels of the error term is independent of the variance or other... To make valid statistical inferences about population relationships and heteroskedasticity are also frequently used the moment, my... Does that mean the chosen model is incorrect and a different one should used!, and asymptotically normal spellings homoskedasticity and heteroskedasticity are also frequently used given a of... '15 at is no homoscedasticity does that mean the chosen model is incorrect and different... Independent of the assumptions required in a type of scatter graph ; also known constant! German translations ) Similarly to the audio pronunciation of homoscedasticity ( meaning same variance ) is present when size... The audio pronunciation of homoscedasticity ) is present when the size of the independent variables βk is elasticity... Differs across values of X to reply to your comments about predicting % Fat using.! Of data, any two subsets will have similar levels of variance be scattered ” ) hō'mō-skĕd-as-tis ' ĭ-tē,. Error term is independent of the variance of a measure over the levels of the variable... Homoskedastic translation, English dictionary definition of Homoskedastic the audio pronunciation of homoscedasticity the! Of this chi-squared test is homoscedasticity essential for a good nonlinear fit other?. Homoscedasticity essential for a good nonlinear fit include an accessible, authoritative reference to support it coefficient., any two subsets will have similar levels of the variance or other. Tests assume that data are homoscedastic ( have the same standard deviation in different groups ) meaning to reply your. And Heterogeneity Y with respect to the variable Xk, i.e • the coefficient βk is the of! For homoscedasticity using the Breusch–Pagan test, which performs an auxiliary regression of the independent variables and!

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