Publication Details
Publisher:
"GLOBAL RESEARCH NETWORK" LLC
Issue: Vol 7, No 10 (2026)
ISSN: 2690-9626
Abstract
Using records of 1,904 industrial projects of the Regional Investment Programme of Navoi region (2017-2025), the paper estimates how the probability of attracting a bank loan varies with project cost across periods, sectors and districts. Period-specific logit models and a cross-validated gradient boosting classifier show that in 2017-2018 the probability of bank participation increased with project size, whereas in 2022-2025 the relationship reversed. The author proposes a four-step size-gradient diagnostic that can be applied to programme registries in other sectors.
Keywords
investment project
bank credit
project size
logit model
gradient boosting
regional investment programme
Navoi region