Modeling the rainfall count data using some zero type models with application

Other Title(s)

نمذجة بيانات العد لتساقط الأمطار باستخدام بعض النماذج الصفرية مع تطبيق عملي

Joint Authors

Hashim, Luayy Habib
Fulayyih, Ahmad Naim

Source

al-Qadisiyah Journal for Computer Science and Mathematics

Issue

Vol. 11, Issue 2 (30 Jun. 2019), pp.14-27, 14 p.

Publisher

University of al-Qadisiyah College of computer Science and Information Technology

Publication Date

2019-06-30

Country of Publication

Iraq

No. of Pages

14

Main Subjects

Mathematics
Earth Sciences, Water and Environment

Topics

Abstract EN

Count data, including zero counts arise in a wide variety of application, hence models for counts have become widely popular in many fields.

In the statistics field, one may define the count data as that type of observation which takes only the non-negative integers value.

Sometimes researchers may Counts more zeros than the expected.

Excess zero can be defined as Zero-Inflation.

Data with abundant zeros are especially popular in health, marketing, finance, econometric, ecology, statistics quality control, geographical, and environmental fields when counting the occurrence of certain behavioral and natural events, such as frequency of alcohol use, take drugs, number of cigarettes smoked, the occurrence of earthquakes, rainfall, and etc.

Some models have been used to analyzing count data such as the zero-inflated Poisson (ZIP) model and the negative binomial model.

In this paper, the models, Poisson, Negative Binomial, ZIP, and ZINB were been used to analyze rainfall data.

American Psychological Association (APA)

Hashim, Luayy Habib& Fulayyih, Ahmad Naim. 2019. Modeling the rainfall count data using some zero type models with application. al-Qadisiyah Journal for Computer Science and Mathematics،Vol. 11, no. 2, pp.14-27.
https://search.emarefa.net/detail/BIM-883432

Modern Language Association (MLA)

Hashim, Luayy Habib& Fulayyih, Ahmad Naim. Modeling the rainfall count data using some zero type models with application. al-Qadisiyah Journal for Computer Science and Mathematics Vol. 11, no. 2 (2019), pp.14-27.
https://search.emarefa.net/detail/BIM-883432

American Medical Association (AMA)

Hashim, Luayy Habib& Fulayyih, Ahmad Naim. Modeling the rainfall count data using some zero type models with application. al-Qadisiyah Journal for Computer Science and Mathematics. 2019. Vol. 11, no. 2, pp.14-27.
https://search.emarefa.net/detail/BIM-883432

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references : p. 25-26

Record ID

BIM-883432