Panel Count Data Models: Examining Dengue Incidence in Malaysia

QR Code

Panel Count Data Models: Examining Dengue Incidence in Malaysia

Understanding the discrete non-negative nature of count data is important for econometricians to model panel count data type. Panel count data is one of the nonlinear data type where the underlying assumption of a linear model to follow normal distribution is not appropriate. The Poisson distributio...

Full description

Bibliographic Details
Published in:	Contributions to Economics
Main Author:	Yaacob W.F.W.; Sapri N.N.F.F.; Wah Y.B.
Format:	Book chapter
Language:	English
Published:	Springer Science and Business Media Deutschland GmbH 2023
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85182860756&doi=10.1007%2f978-981-99-4902-1_19&partnerID=40&md5=7098dc6b7d31ced34510375cdf22a881

Similar Items

Multi-class Classification for Breast Cancer with High Dimensional Microarray Data Using Machine Learning Classifier
by: Abdullah M.N.; Yap B.W.; Sapri N.N.F.F.; Wan Yaacob W.F.
Published: (2023)

Modelling dengue fever (DF) and dengue haemorrhagic fever (DHF) outbreak using Poisson and Negative Binomial model
by: Fairos W.Y.W.; Azaki W.H.W.; Alias L.M.; Wah Y.B.
Published: (2010)

Comparison of ensemble hybrid sampling with bagging and boosting machine learning approach for imbalanced data
by: Malek N.H.A.; Yaacob W.F.W.; Wah Y.B.; Md Nasir S.A.; Shaadan N.; Indratno S.W.
Published: (2023)

Preface
by: Yaacob W.F.W.; Wah Y.B.; Mehmood O.U.
Published: (2024)

Decision tree model for non-fatal road accident injury
by: Sapri F.E.; Nordin N.S.; Hasan S.M.; Yaacob W.F.W.; Nasir S.A.M.
Published: (2017)

Forecasting the incidence of dengue fever in Malaysia: A comparative analysis of seasonal ARIMA, dynamic harmonic regression, and neural network models
by: Mustaffa N.A.; Zahari S.M.; Farhana N.A.; Nasir N.; Azil A.H.
Published: (2024)

Forecasting the incidence of dengue fever in Malaysia: A comparative analysis of seasonal ARIMA, dynamic harmonic regression, and neural network models
by: Mustaffa, et al.
Published: (2024)

Comparison of normal incident sound absorption coefficient of direct piercing carved wood panel for circular, geometry and floral design
by: Jusoh M.Z.; Din N.C.; Dimon M.N.
Published: (2016)

Normal incidence sound absorption coefficient of direct piercing carved wood panel with daun sireh motif using boundary element method
by: Jusoh M.Z.; Dimon M.N.; Yeow Y.K.; Din N.C.; Rosman R.
Published: (2013)

Does crossover interference count in Saccharomyces cerevisiae?
by: Stahl F.W.; Foss H.M.; Young L.S.; Borts R.H.; Abdullah M.F.F.; Copenhaver G.P.
Published: (2004)

Community acceptability of dengue fever surveillance using unmanned aerial vehicles: A cross-sectional study in Malaysia, Mexico, and Turkey
by: Annan E.; Guo J.; Angulo-Molina A.; Yaacob W.F.W.; Aghamohammadi N.; C. Guetterman T.; Yavaşoglu S.İ.; Bardosh K.; Dom N.C.; Zhao B.; Lopez-Lemus U.A.; Khan L.; Nguyen U.-S.D.T.; Haque U.
Published: (2022)

The N-shaped environmental Kuznets curve for biodiversity loss: A count data analysis
by: Yiew T.-H.; Lau L.-S.; Tan A.-L.; Tan Y.-L.
Published: (2024)

TRACKING EMPLOYMENT TRENDS IN MALAYSIA USING TEXT MINING TECHNIQUE; [Mengesan Trend Pekerjaan di Malaysia Menggunakan Teknik Perlombongan Teks]
by: Nasir S.A.M.; Yaacob W.F.W.
Published: (2021)

Administrative Economies of Scale in the Malaysian States: A Panel Data Analysis
by: Ting, et al.
Published: (2024)

Administrative Economies of Scale in the Malaysian States: A Panel Data Analysis
by: Ting S.K.; Ahmad M.; Dollery B.
Published: (2024)

Novel Concepts on Domination in Neutrosophic Incidence Graphs with Some Applications
by: Fitriah Mohamad S.N.; Hasni R.; Smarandache F.
Published: (2023)

Predicting Dengue Outbreak based on Meteorological Data Using Artificial Neural Network and Decision Tree Models
by: Krishnan N.F.M.; Zukarnain Z.A.; Ahmad A.; Jamaludin M.
Published: (2022)

Visualising Current Research Trends in Class Imbalance using Clustering Approach: A Bibliometrics Analysis
by: Abu Bakar N.S.; Wan Yaacob W.F.; Wah Y.B.; Wan Omar W.M.; Mukhaiyar U.
Published: (2024)

Discrimination between Some Over Dispersed Count Distributions
by: Phang Y.N.; Ong S.H.; Low Y.C.
Published: (2021)

Repeated time-series cross-validation: A new method to improved COVID-19 forecast accuracy in Malaysia
by: Abdul Aziz A.; Yusoff M.; Yaacob W.F.W.; Mustaffa Z.
Published: (2024)

Evaluation of Machine Learning Models for Breast Cancer Detection in Microarray Gene Expression Profiles
by: Abdullah M.N.; Wah Y.B.
Published: (2024)

YOLO and residual network for colorectal cancer cell detection and counting
by: Haq I.; Mazhar T.; Asif R.N.; Ghadi Y.Y.; Ullah N.; Khan M.A.; Al-Rasheed A.
Published: (2024)

Dengue vector surveillance in major towns of Malaysia
by: Chen C.D.; Wan-Norafikah O.; Lau K.W.; Chin A.C.; Lee H.L.; Chew F.P.; Sofian-Azirun M.
Published: (2021)

YOLO and residual network for colorectal cancer cell detection and counting
by: Haq, et al.
Published: (2024)

AUDIT COMMITTEE CHARACTERISTICS AND FINANCIAL RESTATEMENT INCIDENCE IN THE EMERGING MARKET
by: Hasnan S.; Eskandar N.S.M.; Hussain A.R.M.; Al-Dhubaibi A.A.S.; Kamal M.E.M.; Kusumaningtias R.
Published: (2022)

Predicting dengue transmission rates by comparing different machine learning models with vector indices and meteorological data
by: Ong S.Q.; Isawasan P.; Ngesom A.M.M.; Shahar H.; Lasim A.M.; Nair G.
Published: (2023)

Safety assessment: predicting fatality rates in methanol plant incidents
by: Ahmad M.A.; Rashid Z.A.; Alzahrani A.A.; El-Harbawi M.
Published: (2022)

A class skew-insensitive ACO-based decision tree algorithm for imbalanced data sets
by: Mohd Razali M.H.B.; Saian R.B.; Wah Y.B.; Ku-Mahamud K.R.
Published: (2021)

Performance of ACO-based Decision Tree Algorithm with Imbalanced Class Data Sets - A Heuristic Approach
by: Razali M.H.M.; Saian R.; Moktar B.; Wah Y.B.; Ku-Mahamud K.R.
Published: (2022)

Covariates and sample size effects on parameter estimation for binary logistic regression model
by: Hamid H.A.; Wah Y.B.; Xie X.-J.
Published: (2016)

Recent Advances in the Role of Microorganisms in Cancer Incidence: Mechanisms and Health Precautions
by: Yahya E.B.; Abdulsamad M.A.; Allaq A.A.
Published: (2021)

A comparative flight altitude using multi-rotor uav for oil palm tree counting
by: Talib N.; Saad M.S.M.; Anshah S.A.; Saad N.M.; Ghazali M.D.; Abdullah M.A.; Wan Mohd Jailani W.J.H.
Published: (2021)

Modelling soil deposition predictions on solar photovoltaic panels using ANN under Malaysia’s meteorological condition
by: Suhaimi M.A.A.M.; Dahlan N.Y.; Asman S.H.; Rajasekar N.; Mohamed H.
Published: (2024)

Systematic literature review: application of deep learning processing technique for fig fruit detection and counting
by: Kamaruzaman A.S.F.; Ani A.I.C.; Farid M.A.H.M.; Bakar S.J.A.; Maruzuki M.I.F.; Setumin S.; Hadi M.S.
Published: (2023)

The Incidence and Variation of Corona Mortis in Multiracial Asian: An Insight from 82 Cadavers
by: Khirul-Ashar N.A.; Ismail I.I.; Hussin P.; Nizlan N.M.; Harun M.H.; Mawardi M.; Lingam R.
Published: (2024)

Evaluation of the world health organization's 1997 and 2009 dengue classifications in hospitalized dengue patients in Malaysia
by: Zakaria Z.; Zainordin N.A.; Sim B.L.H.; Zaid M.; Haridan U.S.; Aziz A.T.A.; Shueb R.H.; Mustafa M.; Yusoff N.K.N.; Malik A.S.; Lee C.K.C.; Abubakar S.; Hoh B.P.
Published: (2014)

VIDEO CAMERA TECHNOLOGY FOR VEHICLE COUNTING IN TRAFFIC CENSUS: ISSUES, STRATEGIES AND OPPORTUNITIES
by: Shariff K.K.M.; Ali M.Q.Z.M.; Jahidin A.H.; Ali M.S.A.M.; Yassin A.I.M.
Published: (2023)

Predictive Factors for Diabetes Mellitus: Insights from Complete Blood Count Analysis
by: Kenyang, et al.
Published: (2024)

Sustainable absorption panels from agricultural wastes
by: Ismail F.Z.; Rahmat M.N.; Ishak N.M.
Published: (2014)

The influence of ICT diffusion and globalization on the quality of governance: A study using panel data from ASEAN countries
by: Darusalam; Omar N.; Janssen M.; Said J.; Sohag K.
Published: (2023)