{"product_id":"asia-small-and-medium-sized-enterprise-asian-development-bank-9789292694661","title":"Asia Small and Medium-Sized Enterprise Monitor 2021: Volume IV-Pilot SME Development Index: Applying Probabilistic Principal Component Analysis","description":"\u003cp\u003eThis 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.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThe 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.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Asian Development Bank\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 9292694669\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9789292694661\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Asian Development Bank\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 04\/29\/2022\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 42\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.34lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 11.00h x 8.50w x 0.11d","brand":"Asian Development Bank","offers":[{"title":"Paperback","offer_id":44078896447743,"sku":"9789292694661","price":27.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_625d4220-06a1-413c-8b1a-0eb90fc0dc67.jpg?v=1685478149","url":"https:\/\/www.whiterainbookhouse.com\/products\/asia-small-and-medium-sized-enterprise-asian-development-bank-9789292694661","provider":"WR Book House","version":"1.0","type":"link"}