Search
Now showing items 1-3 of 3
On comparisson between ordinary linear regression and geographically weighted regression: with application to indonesian poverty data
(EuroJournals, 2011)
Ordinary linear regression (OLR) is one of popular techniques in analyzing relationship between response variable and its predictors. It is an analysis that produces global models applied to all observations assuming no ...
The Effect of Overdispersion on Logistic Regression Analysis of Poverty in Indonesia
(International Journal for Statisticians, 2011)
This paper is to show the effect of overdispersion or extra-binomial variation in logistic regression. It is common to find data in the form of proportions have more variability than the theory based on binomial distribution. ...
The Effect of Overdispersion on Regression Based Decision with Application to Churn Analysis on Indonesian Mobile Phone Industry
(EuroJournals, 2011)
Extra binomial variation or commonly known as overdispersion in logistic regression will provide incorrect conclusions. Overdispersion may be caused by the occurrence of variation in the response probabilities or correlation ...