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Asia Small and Medium-Sized Enterprise Monitor 2021 : Volume IV - Pilot SME Development Index: Applying Probabilistic Principal Component Analysis.
・ISBN 978-92-9269-466-1 paper US$ 23.00
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| 出版社 | (Asian Development Bank, PH) |
|---|---|
| 出版年月 | 2022.04 |
| ページ数 | 42 pp. |
| 言語 | ENG |
| ニュース番号 | <695-327 695-689> |
解説
This volume sets out an updated Small and Medium-Sized Enterprise Development Index (SME-DI) that aims to help policy makers in developing Asia overcome the limited availability of data on small businesses.
The volume presents a new pilot of the SME-DI that fills in missing data by using a probabilistic principal component analysis model. The researchers used pilot testing to generate a regional SME-DI for 15 countries in Southeast Asia and South Asia, based on the 2021 Asia Small and Medium-Sized Enterprise Monitor database. The study also constructed a national index for Viet Nam using business registration data.
The volume presents a new pilot of the SME-DI that fills in missing data by using a probabilistic principal component analysis model. The researchers used pilot testing to generate a regional SME-DI for 15 countries in Southeast Asia and South Asia, based on the 2021 Asia Small and Medium-Sized Enterprise Monitor database. The study also constructed a national index for Viet Nam using business registration data.