Note on Data Cleaning and Panel Data Development of Indonesian Manufacturing Survey Data
IDEC DP2 Series 4 巻 9 号
1-30 頁
2014-12 発行
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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
ファイル情報(添付) | |
タイトル ( eng ) |
Note on Data Cleaning and Panel Data Development of Indonesian Manufacturing Survey Data
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作成者 |
Armundito Erik
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収録物名 |
IDEC DP2 Series
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巻 | 4 |
号 | 9 |
開始ページ | 1 |
終了ページ | 30 |
抄録 |
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.
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著者キーワード |
data cleaning
panel data
Indonesian manufacturing data
JEL Classification Codes: C30
JEL Classification Codes: C33
JEL Classification Codes: C81
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NDC分類 |
経済 [ 330 ]
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言語 |
英語
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資源タイプ | 紀要論文 |
出版者 |
広島大学大学院国際協力研究科
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発行日 | 2014-12 |
出版タイプ | Version of Record(出版社版。早期公開を含む) |
アクセス権 | オープンアクセス |