Selective Overview on Single Diagnostics Methods of Outliers in Logistic Regression
| المصدر: | مجلة الإدارة والاقتصاد |
|---|---|
| الناشر: | الجامعة المستنصرية - كلية الإدارة والاقتصاد |
| المؤلف الرئيسي: | Uraibi, Hassan S. (Author) |
| المجلد/العدد: | س42, ع119 |
| محكمة: | نعم |
| الدولة: |
العراق |
| التاريخ الميلادي: |
2019
|
| الصفحات: | 67 - 76 |
| DOI: |
10.31272/JAE.42.2019.119.5 |
| ISSN: |
1813-6729 |
| رقم MD: | 987687 |
| نوع المحتوى: | بحوث ومقالات |
| اللغة: | الإنجليزية |
| قواعد المعلومات: | EcoLink |
| مواضيع: | |
| رابط المحتوى: |
الناشر لهذه المادة لم يسمح بإتاحتها. |
| المستخلص: |
Logistic regression is an important statistical tool for modeling a set of independent variables that effect in a binary response variable. Most practitioners of statistics have used logistic regression in many scientific areas. Unfortunately, they are not aware that the method of estimation logistic regression breaks down in the presence of outlying data point(s) in the original dataset. The objective of this paper is to bring out the attention of respectful researchers in various scientific areas to single logistic regression diagnostics methods, and the effect of the presence of outliers on logistic regression estimates. Real data are considered in this paper and the results show the high performance of diagnostic methods to detect these observations that are affected on the logistic regression estimates. Some graphs are discussed and supported the results of diagnostic method the influence of outlying data point on the fitted logistic model. |
|---|---|
| ISSN: |
1813-6729 |
عناصر مشابهة
-
Comparison between Methods of Robust Estimation for Reducing the Effect of Outliers
بواسطة: Almongy, Hisham Mohamed منشور: (2017) -
Improvise Group Diagnostic Potential Measure for Multivariate Normal Data
بواسطة: Uraibi, Hassan S. منشور: (2021) -
Multicollinearity in Logistic Regression Model: Subject Review
بواسطة: Ibrahim, Naglaa Saad منشور: (2020) -
Using Logistic Regression with Time-Stratified Method for Air Pollution Datasets Forecasting
بواسطة: Mohammad, Sura Amir منشور: (2020) -
Bayesian Estimation for Semiparametric Logistic Regression
بواسطة: Alshaybawee, Taha Hussein منشور: (2022)
