ログイン
言語:

WEKO3

  • トップ
  • ランキング
To
lat lon distance
To

Field does not validate



インデックスリンク

インデックスツリー

メールアドレスを入力してください。

WEKO

One fine body…

WEKO

One fine body…

アイテム

  1. 報告書・レポート
  2. IDE Discussion Paper
  3. 2022

Estimating the impacts of international bridges on foreign firm locations: a machine learning approach

https://doi.org/10.20561/00052978
https://doi.org/10.20561/00052978
c36b0ec5-16a8-4f8d-a9f5-307c192df7ed
名前 / ファイル ライセンス アクション
IDP000847_001.pdf Full-text PDF (1.6 MB)
Item type アジ研テクニカルレポート / IDE Technical Report(1)
公開日 2022-03-22
タイトル
タイトル Estimating the impacts of international bridges on foreign firm locations: a machine learning approach
言語
言語 eng
キーワード
主題Scheme Other
主題 International bridge
キーワード
主題Scheme Other
主題 Foreign direct investment
キーワード
主題Scheme Other
主題 Laos
資源タイプ
資源タイプ識別子 http://purl.org/coar/resource_type/c_18gh
資源タイプ technical report
ID登録
ID登録 10.20561/00052978
ID登録タイプ JaLC
著者 Hayakawa, Kazunobu

× Hayakawa, Kazunobu

WEKO 61654

Hayakawa, Kazunobu

Search repository
Keola, Souknilanh

× Keola, Souknilanh

WEKO 61655

Keola, Souknilanh

Search repository
Silaphet, Korrakoun

× Silaphet, Korrakoun

WEKO 61656

Silaphet, Korrakoun

Search repository
Yamanouchi, Kenta

× Yamanouchi, Kenta

WEKO 61657

Yamanouchi, Kenta

Search repository
著者別名
早川,和伸
著者別名
ケオラ,スックニラン
抄録
内容記述タイプ Abstract
内容記述 This study applies causal forests, a machine learning framework developed for causal inferences, to estimate the impacts of international Mekong River bridges on the location of foreign firms in 140 districts in Laos. The dependent (target) variable is the number of foreign firms from the economic census aggregated into 10 industries. We generated 72 explanatory (features) variables from remotely sensed data and an online routing system to capture factors that may influence location choices of resource, market, efficiency, and strategic asset-seeking foreign direct investment. We found the average impact of the three Mekong international bridges to attract approximately one foreign firm per district per year. In addition, the predicted impacts of two provincial international bridges (the second and third) were more localized near the bridges and in less varied industrial activities compared with that of the first internal bridge in the capital. Our causal forest identified market size, access to neighboring countries, and several types of land resources as the top features that would attract foreign firms to districts in Laos.
権利
権利情報 Copyrights 2022 by author(s)
収録情報 IDE Discussion Paper
en : IDE Discussion Paper

巻 847, 発行日 2022-03
出版者
出版者 Institute of Developing Economies (IDE-JETRO)
著者版フラグ
出版タイプ VoR
出版タイプResource http://purl.org/coar/version/c_970fb48d4fbd8a85
JEL分類
主題Scheme Other
主題 JEL:O18 - Urban, Rural, Regional, and Transportation Analysi …
JEL分類
主題Scheme Other
主題 JEL:D25 - Intertemporal Firm Choice: Investment, Capacity …
地域/国名
位置情報(自由記述) Laos
フォーマット
内容記述タイプ Other
内容記述 application/pdf
DIG_NO
内容記述タイプ Other
内容記述 IDP000847_001
戻る
0
views
See details
Views

Versions

Ver.1 2023-07-27 14:00:55.800092
Show All versions

Share

Mendeley Twitter Facebook Print Addthis

Cite as

エクスポート

OAI-PMH
  • OAI-PMH JPCOAR 2.0
  • OAI-PMH JPCOAR 1.0
  • OAI-PMH DublinCore
  • OAI-PMH DDI
Other Formats
  • JSON
  • BIBTEX

Confirm


Powered by WEKO3


Powered by WEKO3