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Tuberculosis in the Terengganu region: forecast and data analysis.

Kilicman, Adem and Mohd Roslan, Ummu Atiqah (2009) Tuberculosis in the Terengganu region: forecast and data analysis. ScienceAsia, 35 (4). pp. 392-395. ISSN 1513-1874

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Abstract

In this study we analyse tuberculosis (TB) data from Jabatan Kesihatan Negeri Terengganu (2008) by applying linear trend, quadratic trend, simple moving average, simple exponential smoothing and Holt’s trend corrected exponential smoothing. Accuracy of these time series approaches are measured by computing the variance between the extrapolation model and the actual data. The study shows that Holt’s trend corrected exponential smoothing is the best forecasting model, followed by the quadratic trend model. The results also show that people aged between 35–44 years old,male, Malay, unemployed or have an income lower than RM 1000 per month are in a high risk group to be infected by TB.We also forecast TB cases for 2009 until 2013 and the result suggests that the numbers of TB cases are expected to increase.

Item Type:Article
Keyword:Time-series forecasting; Data analysis.
Subject:Tuberculosis.
Subject:Tuberculosis - Malaysia - Terengganu - Statistics.
Faculty or Institute:Faculty of Science
Publisher:Science Society of Thailand
DOI Number:10.2306/scienceasia1513-1874.2009.35.392
Altmetrics:http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.2306/scienceasia1513-1874.2009.35.392
ID Code:17488
Deposited By: Najwani Amir Sariffudin
Deposited On:23 Apr 2012 15:28
Last Modified:23 Apr 2012 15:28

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