このエントリーをはてなブックマークに追加
ID 36954
file
creator
Armundito, Erik
subject
data cleaning
panel data
Indonesian manufacturing data
JEL Classification Codes: C30
JEL Classification Codes: C33
JEL Classification Codes: C81
NDC
Economics
abstract
When the manufacturing sector plays a significant role in economic development, the demand for statistical data can only increase. Manufacturing data obtained from the annual Indonesian manufacturing survey from 1990 to 2010 cannot be used directly for analysis purposes due to data quality problems. This paper attempts to clean and balance the raw data by proposing several consecutive steps including the statistical modeling and coefficient of variant approaches. The results show that observations for 1,556 firms and 828 firms are obtained each year for the first period panel data and second period panel data, respectively; however, the results should be representative of the entire manufacturing sector in terms of the number of firms and sub-sectors. Furthermore, comparisons with existing data references are needed to verify the results.
journal title
IDEC DP2 Series
volume
Volume 4
issue
Issue 9
start page
1
end page
30
date of issued
2014-12
publisher
広島大学大学院国際協力研究科
language
eng
nii type
Departmental Bulletin Paper
HU type
Departmental Bulletin Papers
DCMI type
text
format
application/pdf
text version
publisher
department
Graduate School for International Development and Cooperation
他の一覧