scholarly journals A Predictive Model for the Population Growth of Refugees in Asia: A Multiple Linear Regression Approach

2019 ◽  
Vol 16 (3) ◽  
pp. 1196-1202
Author(s):  
Suriani Sulaiman ◽  
Umar Ibn Ali ◽  
Md. Shaikot Hossen
Keyword(s):  
Linear Regression ◽  
Population Growth ◽  
Multiple Linear Regression ◽  
Predictive Model ◽  
Regression Approach

An Epidemic Avian Influenza Prediction Model Based on Google Trends

2019 ◽  
Vol 16 (4) ◽  
pp. 303-310 ◽  
Author(s):  
Yi Lu ◽  
Shuo Wang ◽  
Jianying Wang ◽  
Guangya Zhou ◽  
Qiang Zhang ◽  
...  
Keyword(s):  
Linear Regression ◽  
Avian Influenza ◽  
Prediction Model ◽  
Multiple Linear Regression ◽  
Google Trends ◽  
Health Providers ◽  
Human Beings ◽  
Success Rates ◽  
New Model ◽  
Regression Approach

The occurrence of epidemic avian influenza (EAI) not only hinders the development of a country's agricultural economy, but also seriously affects human beings’ life. Recently, the information collected from Google Trends has been increasingly used to predict various epidemics. In this study, using the relevant keywords in Google Trends as well as the multiple linear regression approach, a model was developed to predict the occurrence of epidemic avian influenza. It was demonstrated by rigorous cross-validations that the success rates achieved by the new model were quite high, indicating the predictor will become a very useful tool for hospitals and health providers.

scholarly journals Flicker spreading in a transmission network

2020 ◽  
Vol 69 (1) ◽  
pp. 18-22
Author(s):  
Tonko Garma ◽  
Denisa Galzina
Keyword(s):  
Linear Regression ◽  
Predictive Model ◽  
Cost Effective ◽  
Transmission Network ◽  
Transmission Grid ◽  
Key Concepts ◽  
Regression Approach ◽  
Non Linear

This paper reports the flicker spreading in the transmission network. Chapter 1 presents introduction containing brief background and key concepts, followed by description of the corresponding instrumentation in Chapter 2.  Key contribution of the paper is elaborated in Chapters 3 and 4.  Chapter 3 reports measurements of the flicker magnitude along the 400 kV, 220 kV and 110 kV transmission grid for various distances from flicker origin on 400 kV grid, and Chapter 4 gives cost-effective predictive model, enabling estimation of the flicker magnitude for arbitrary selected origin-to-spot distance base on non-linear regression approach. Paper is extension of the work presented at Smagrimet 2019 conference.

scholarly journals PENGARUH KOMUNIKASI ORGANISASI DAN KOMPENSASI TERHADAP SEMANGAT KERJA KARYAWAN

2015 ◽  
Vol 11 (2) ◽  
pp. 177
Author(s):  
Dwi Agung Nugroho Arianto
Keyword(s):  
Linear Regression ◽  
Multiple Linear Regression ◽  
Organizational Communication ◽  
Quantitative Approach ◽  
Employee Morale ◽  
Regression Approach ◽  
Positive Effect ◽  
Organization Communication

Abstrak: Pengaruh Komunikasi Organisasi dan Kompensasi Terhadap Semangat Kerja Karyawan. Penelitian ini bertujuan untuk menganalisis pengaruh dan dampak komunikasi organisasi dan kompensasi terhadap semangat kerja karyawan. Penelitian ini menggunakan pendekatan kuantitatif dengan analisis data menggunakan regresi linier berganda. Pengumpulan data menggunakan metode angket (kuesioner). Populasi penelitian adalah seluruh karyawan PT. Vermindo Utama Semarang. Hasil penelitian menunjukkan komunikasi organisasi berpengaruh positif terhadap semangat kerja karyawan. Hal ini berarti dengan komunikasi yang intens permasalahan dalam perusahaan akan mudah terselesaikan. Kompensasi berpengaruh positif terhadap semangat kerja karyawan. Hal ini menunjukkan bahwa kompensasi baik berupa finansial maupun fasilitas akan meningkatkan semangat kerja karyawan.Kata kunci: komunikasi organisasi, kompensasi, semangat kerja.Abstract: The influence of Organization Communication and Compensation on Employee Morale. This study aims to analyze the influence and impact of organizational communication and compensation on employee morale. This study uses a quantitative approach and employ a multiple linear regression approach to analyze the data. The data is taken from employees of PT. Vermindo Utama Semarang. The results show that organization communication has a positive effect on the employee morale. Another finding is the compensation has a positive effect on employee morale.Keywords: organizational communication, compensation, employee morale

scholarly journals Pengaruh Pertumbuhan Ekonomi, Tingkat Inflasi, dan Pertumbuhan Penduduk terhadap Tingkat Pengangguran Terbuka di Indonesia

2019 ◽  
Vol 18 (1) ◽  
pp. 52
Author(s):  
Irma Yuni Astuti ◽  
Nanik Istiyani ◽  
Lilis Yuliati
Keyword(s):  
Economic Growth ◽  
Time Series ◽  
Regression Analysis ◽  
Linear Regression ◽  
Population Growth ◽  
Multiple Linear Regression ◽  
Time Series Data ◽  
Linear Regression Analysis ◽  
Multiple Linear Regression Analysis ◽  
Series Data

This study aims to determine the effect of economic growth, inflation and population growth in open unemployment rate in Indonesia. The type of data used in this study is secondary data in the form of time series data and variable data used are annual data in the period 1986-2017 with the object of research in the country o Indonesia. The data sources used in this study were obtained from the Central Statistics Agency (BPS) Indonesia and World Bank. The analytical method used in this study is multiple linear regression analysis with the Ordinary Least Square (OLS) technique. The estimation of time series data with multiple linear regression analysis shows that the economics growth variable has a positive and not significant effect on the level of open unemployment, the inflation variable has a positive and not significant effect on the level of open unemployment, and the population growth variable has a negative and significant effect on the level of open unemployment in Indonesia. Keywords: Open Unemployment, Economic Growth, Inflation, Population Growth

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