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Hedging against demand ambiguity in new product development: a two-stage distributionally robust approach

Crossref DOI link: https://doi.org/10.1007/s10479-023-05644-4

Published Online: 2023-10-24

Published Print: 2025-05

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Li, Yuanbo

Lin, Meiyan https://orcid.org/0000-0002-7301-533X
Shen, Houcai

Zhang, Lianmin
Funding

Funding for this research was provided by:

National Natural Science Foundation of China (71732003, 71801158, 71671085, 72171156)

National Natural Science Foundation of China (71871145)

Philosophy and Social Science Foundation of Shenzhen (SZ2022C008)

Shenzhen Science and Technology Program (20220804114140001)

the NJUPT Scientific Research Staring Foundation (XK0014523003, XK0010910170)
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Article History

Received: 28 July 2022

Accepted: 2 October 2023

First Online: 24 October 2023

Declarations

:

: Yuanbo Li has received support from research grants—the National Natural Science Foundation of China (No. 71732003) and the NJUPT Scientific Research Staring Foundation (No. XK0014523003, XK0010910170). Meiyan Lin has received support from research grants—the National Natural Science Foundation of China (No. 71801158, 72371170, 71871145), Philosophy and Social Science Foundation of Shenzhen (No. SZ2022C008), and Shenzhen Science and Technology Program ((No. 20220804114140001). Houcai Shen has received support from research grant—the National Natural Science Foundation of China (No. 71671085). Lianmin Zhang has received support from research grant—the National Natural Science Foundation of China (No. 72171156, 71732003).

: This article does not contain any studies with human participants or animals performed by any of the authors.

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