Note on Data Cleaning and Panel Data Development of Indonesian Manufacturing Survey Data
IDEC DP2 Series Volume 4 Issue 9
Page 1-30
published_at 2014-12
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この文献の参照には次のURLをご利用ください : https://doi.org/10.15027/36954
| File | |
| Title ( eng ) |
Note on Data Cleaning and Panel Data Development of Indonesian Manufacturing Survey Data
|
| Creator |
Armundito Erik
|
| Source Title |
IDEC DP2 Series
|
| Volume | 4 |
| Issue | 9 |
| Start Page | 1 |
| End Page | 30 |
| 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.
|
| Keywords |
data cleaning
panel data
Indonesian manufacturing data
JEL Classification Codes: C30
JEL Classification Codes: C33
JEL Classification Codes: C81
|
| NDC |
Economics [ 330 ]
|
| Language |
eng
|
| Resource Type | departmental bulletin paper |
| Publisher |
広島大学大学院国際協力研究科
|
| Date of Issued | 2014-12 |
| Publish Type | Version of Record |
| Access Rights | open access |
