Sentences with HOMOSCEDASTICITY
Check out our example sentences below to help you understand the context.Sentences
1
"The scatterplot exhibited homoscedasticity, indicating that the variability of the residuals was uniform across all levels of the independent variable."
2
"In a linear regression model, homoscedasticity is important to ensure that the residuals have equal variability around the regression line."
3
"To check for violations of homoscedasticity, one can plot the residuals against the predicted values."
4
"If homoscedasticity is violated, it may be necessary to consider transformations of the data or to use robust regression techniques."
5
"Violations of homoscedasticity can lead to biased parameter estimates and incorrect inferences."
6
"A scatterplot can provide a visual assessment of homoscedasticity in a regression model."
7
"The assumption of homoscedasticity is particularly important in OLS regression."
8
"The presence of outliers can affect tests for homoscedasticity."
9
"A violation of the homoscedasticity assumption may indicate the need for a different statistical model."
10
"A scatterplot with a fan-shaped pattern suggests heteroscedasticity rather than homoscedasticity."
11
"Testing for homoscedasticity is an important step in checking the assumptions of a regression model."
12
"The assumption of homoscedasticity can be tested using statistical tests or graphical methods."
13
"The presence of autocorrelation can lead to violations of the homoscedasticity assumption."
1
"The plot of the residuals should show homoscedasticity."
2
"Violations of homoscedasticity can lead to biased results."
3
"Testing for homoscedasticity is a common practice in regression analysis."
4
"The violation of homoscedasticity can be detected through graphical methods."
5
"Statistical techniques such as weighted least squares can address violations of homoscedasticity."
