Simulating the Upcoming Trend of Malaysia’s Unemployment Rate Using Multiple Linear Regression

QR Code

Simulating the Upcoming Trend of Malaysia’s Unemployment Rate Using Multiple Linear Regression

This research paper presents the approach of applying the simulation technique to predict the upcoming trend of Malaysia’s unemployment rate. The recent Malaysia’s unemployment rate has fluctuated at quite a high rate ever since the COVID-19 pandemic occurred. Population growth, Growth Domestic Prod...

Full description

Bibliographic Details
Published in:	Communications in Computer and Information Science
Main Author:	Mohamad Adib N.S.Y.; Mohd Ibrahim A.A.; Abdul Halim M.H.
Format:	Conference paper
Language:	English
Published:	Springer Science and Business Media Deutschland GmbH 2021
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85119423046&doi=10.1007%2f978-981-16-7334-4_13&partnerID=40&md5=f58537095242e9e826f5a09494e069b3

Similar Items

Backward Stepwise Modelling for Unemployment Rate in Malaysia
by: Mansor M.M.; Mostapar N.F.; Hasan N.; Rozali N.M.; Muhamed A.A.; Masseran N.
Published: (2023)

Multiple Linear Regression Model for Total Bed Material Load Prediction
by: Sinnakaudan S.K.; Ghani A.A.; Ahmad M.S.; Zakaria N.A.
Published: (2006)

Neural Network Model in Forecasting Malaysia’s Unemployment Rates
by: Husin W.Z.W.; Abdullah N.S.A.; Rockie N.A.S.Y.; Sabri S.S.M.
Published: (2023)

Comparison of solar radiation intensity forecasting using ANFIS and multiple linear regression methods
by: Suyono H.; Hasanah R.N.; Setyawan R.A.; Mudjirahardjo P.; Wijoyo A.; Musirin I.
Published: (2018)

Multiple Linear Regression on Ultra-Low Frequency (ULF) and Solar Wind for Earthquake Precursor Purposes
by: Umar, et al.
Published: (2023)

The performance of diagnostic-robust generalized potentials for the identification of multiple high leverage points in linear regression
by: Habshah M.; Norazan M.R.; Imon A.H.M.R.
Published: (2009)

MULTIPLE LINEAR REGRESSION MODELLING FOR THE COMPACTION CHARACTERISTICS OF SEDIMENTARY SOIL MIXED BENTONITE AS COMPACTED LINER
by: Khalid N.; Mukri M.; Zain N.M.; Razak Z.; Jais I.M.
Published: (2023)

The Effect of Occupant in Energy Consumption Prediction via Multiple Linear Regression Model in an Educational Building
by: Mustapa R.F.; Nordin A.H.M.; Hairuddin M.A.; Mahadan M.E.; Dahlan N.Y.; Yassin I.M.
Published: (2024)

The Effect of Occupant in Energy Consumption Prediction via Multiple Linear Regression Model in an Educational Building
by: Mustapa, et al.
Published: (2024)

Different Approaches of Multiple Linear Regression (MLR) Model in Predicting Ozone (O3) Concentration in Industrial Area
by: Napi N.N.L.M.; Abdullah S.; Mansor A.A.; Ghazali N.A.; Ahmed A.N.; Dom N.C.; Ismail M.
Published: (2023)

Predicting of the physique performance and accuracy of college students based on multiple linear regression and BP neural network
by: Huang X.; Sulaiman M.S.B.; Rosli M.M.; Binchun J.
Published: (2023)

Estimation of soil erodibility in Peninsular Malaysia: A case study using multiple linear regression and artificial neural networks
by: Rehman M.A.; Abd Rahman N.; Ibrahim A.N.H.; Kamal N.A.; Ahmad A.
Published: (2024)

Estimation of soil erodibility in Peninsular Malaysia: A case study using multiple linear regression and artificial neural networks
by: Rehman, et al.
Published: (2024)

Does COVID-19 affect GDP? A relationship between GDP and unemployment rate
by: Januri S.S.; Md Yasin Z.A.M.; Nasir N.; Malek I.A.
Published: (2022)

Predicting particulate matter (PM2.5) in Malaysia using Multiple Linear Regression and Artificial Neural Network
by: Sobri N.M.; Wan Yaacob W.F.; Ismail N.A.; Malik M.A.A.; Rahman R.A.; Baser N.A.; Sukhairi S.A.M.
Published: (2021)

An Analysis on Cost and Income Prediction System Using Multiple Linear Regression and Business Intelligence for Entrepreneur in Fruit Crop
by: Mishan M.T.; Amir A.L.; Salleh N.M.
Published: (2024)

THE EFFECT OF SECURITY IN THE GREEN BUILDING PRICE PREDICTION MODEL: A COMPARISON BETWEEN MULTIPLE LINEAR REGRESSION AND MACHINE LEARNING APPROACHES
by: Mohd T.; Masrom S.; Jamil N.S.; Harussani M.
Published: (2024)

A Comparative Study of Gaussian Process Machine Learning and Time Series Analysis Techniques for Predicting Unemployment Rate
by: Aris M.N.M.; Nagaratnam S.; Zakaria N.N.; Mohd Azami M.F.A.; Samsudin M.A.I.; Othman E.S.
Published: (2024)

Factors that lead to misbehaviour in class according to students' perception at UiTM Seremban 3 using Multiple Linear Regression (MLR) analysis
by: Saharizan M.D.; Sam M.M.M.; Kahar N.S.M.; Yasin Z.A.M.M.
Published: (2021)

MODELLING THE STUDENTS' PERCEPTION TOWARDS ENTREPRENEURSHIP IN HIGHER EDUCATIONAL INSTITUTION USING MULTIPLE LINEAR REGRESSION MODEL; [Memodel Persepsi Pelajar Terhadap Keusahawanan di Institusi Pengajian Tinggi Menggunakan Model Regresi Linear Berganda]
by: Abdullah N.A.; Jusoff M.K.S.; Kadir S.A.; Hamzah N.H.; Ibrahim N.S.; Ibrahim N.B.
Published: (2021)

Development of Regression Models for COVID-19 Trends in Malaysia
by: Mutalib S.; Pungut S.N.M.; Abidin A.W.Z.; Halim S.A.; Zawawi I.S.M.
Published: (2023)

The Dynamic Relationship between Energy Consumption and Level of Unemployment Rates in Malaysia: A Time Series Analysis Based on ARDL Estimation
by: Borhan H.; Ridzuan A.R.; Razak M.I.M.; Mohamed R.N.
Published: (2023)

Linear regression and R-squared correlation analysis on major nuclear online plant cooling system
by: Mohamad Nor A.A.; Minhat M.S.; Ya'acob N.; Kassim M.
Published: (2023)

MODELLING THE RETIREMENT PLANNING AMONG STAFF IN A PUBLIC UNIVERSITY BY USING MULTIPLE LINEAR REGRESSION; [Pemodelan Perancangan Persaraan Dikalangan Kakitangan di Sebuah Universiti Awam dengan Menggunakan Model Regresi Linear Berganda]
by: Rahman A.F.B.A.; Fekri W.N.F.W.A.; Fauzi N.Z.M.; Zukri S.M.; Hamzah N.H.
Published: (2022)

A comparison of model-based imputation methods for handling missing predictor values in a linear regression model: A simulation study
by: Hasan H.; Ahmad S.; Osman B.M.; Sapri S.; Othman N.
Published: (2017)

A new gradient method for solving linear regression model
by: Zull N.; Aini N.; Rivaie M.; Mamat M.
Published: (2019)

Logic design for linear regression model using ASIC in engine oil degradation monitoring system
by: Idros M.F.M.; Razak A.H.A.; Azmi M.F.; Suliman S.I.; Halim A.K.; Khairudin N.
Published: (2017)

Unemployment among graduate nurses in Malaysia: A case study
by: Arumugam N.; Thayalan X.; Dass L.C.; Maniam M.
Published: (2014)

Dynamic co-integration between foreign workers and unemployment in Malaysia
by: Shaari M.S.; Ridzuan A.R.; Masnan F.; Alias N.S.
Published: (2024)

A comparative assessment of the LWR-IM traffic model using linear regression
by: Ng K.M.; Reaz M.B.I.; Ali M.A.M.; Razak N.A.
Published: (2016)

Development of linear regression model for brick waste generation in Malaysian construction industry
by: Hassan S.H.; Aziz H.A.; Zakariah Z.; Noor S.M.; Majid M.R.A.; Karim N.A.
Published: (2019)

Simulation of Multiple Interdigitated Electrode Shapes for Sensor Application
by: Manut A.; Hamzah M.M.; Zoolfakar A.S.; Zolkapli M.
Published: (2024)

Regression Rate End-Burning Hybrid Rocket Motor Doped with High Entropy Metallic Additives
by: Sabri M.E.E.; Roslan M.A.Q.; Azami M.H.; Salleh Z.
Published: (2023)

Trend Analysis on Water Quality Index Using the Least Squares Regression Models
by: Zawawi I.S.M.; Haniffah M.R.M.; Aris H.
Published: (2022)

Educational Building's Energy Consumption Independent Variables Analysis using Linear Regression Model: A Comparative Study
by: Mustapa R.F.; Hamizah Mohd Nordin A.; Hairuddin M.A.; Suhaifiza W Ibrahim W.; Mohd Saleh S.A.; Dahlan N.Y.; Yassin I.M.
Published: (2023)

Artificial Neural Network non-linear auto regressive moving average (NARMA) model for internet traffic prediction
by: Sahrani M.N.; Zan M.M.M.; Yassin I.M.; Zabidi A.; Ali M.S.A.M.
Published: (2017)

Identifying Multiple Outliers in Linear Functional Relationship Model Using a Robust Clustering Method; [(Menentukan Data Terpencil Berganda bagi Model Linear Hubungan Fungsian Menggunakan Kaedah Berkelompok yang Lebih Kukuh)]
by: Ghapor A.A.; Zubairi Y.Z.; Al Mamun S.M.D.; Hassan S.F.; Aruchunan E.; Mokhtar N.A.
Published: (2023)

Green rating systems development and trend worldwide for sustainable built environment: A comparative review
by: Yousif O.S.; Zakaria R.; Munikanan V.; Khan J.S.; Sahamir S.R.; Wahi N.
Published: (2024)

Squeezed states generation in an array of Linear and Nonlinear Waveguides
by: Julius R.; Ibrahim A.-B.M.A.; Alias A.N.; Halim M.S.A.
Published: (2021)

LexDeep: Hybrid Lexicon and Deep Learning Sentiment Analysis Using Twitter for Unemployment-Related Discussions during COVID-19
by: Mohamed A.; Zain Z.M.; Shaiba H.; Alturki N.; Aldehim G.; Sakri S.; Yatin S.F.M.; Zain J.M.
Published: (2023)