Methodological foundations for forming customs risk profile indicators based on mathematical and statistical methods

Niyazov, Sherzod

Innovation science and technologiy · 2026-yil

Annotatsiya

The paper investigates a mathematical and statistical methodology for designing risk profileindicators (RPIs) — the central element of customs risk management. Using two datasets — 16,035consignments with detected discrepancies and 616,925 declarations — seven base indicators are combinedinto 120 combinations and 386,516 risk indicator sets. Conditional probabilities are computed with Bayes–Laplace smoothing, and the lift coefficient ranks combinations by their fraud-detection power.

Maqola ma’lumotlari
MualliflarNiyazov, Sherzod
JurnalInnovation science and technologiy
NashriyotТошкент давлат иқтисодиёт университети
Nashr sanasi2026-05-01
Jild2
Son5
TilIngliz
Ilmiy sohaIqtisodiyot
DOI10.5281/zenodo.20390828
Indeksga qo‘shilgan2026-08-26

Kalit so‘zlar

risk management, customs control, risk profile, conditional probability, Laplace smoothing, lift coefficient, naive Bayes classifier, association rules

Ilmiy soha

Iqtibos keltirish

APANiyazov, Sherzod (2026). METHODOLOGICAL FOUNDATIONS FOR FORMING CUSTOMS RISK PROFILE INDICATORS BASED ON MATHEMATICAL AND STATISTICAL METHODS. Innovation science and technologiy, 2(5). https://doi.org/10.5281/zenodo.20390828
GOST (OAK)Niyazov, Sherzod METHODOLOGICAL FOUNDATIONS FOR FORMING CUSTOMS RISK PROFILE INDICATORS BASED ON MATHEMATICAL AND STATISTICAL METHODS // Innovation science and technologiy. – 2026. – T. 2, № 5. – DOI: 10.5281/zenodo.20390828.
MLANiyazov, Sherzod. “METHODOLOGICAL FOUNDATIONS FOR FORMING CUSTOMS RISK PROFILE INDICATORS BASED ON MATHEMATICAL AND STATISTICAL METHODS.” Innovation science and technologiy, 2(5), 2026. https://doi.org/10.5281/zenodo.20390828
ChicagoNiyazov, Sherzod. “METHODOLOGICAL FOUNDATIONS FOR FORMING CUSTOMS RISK PROFILE INDICATORS BASED ON MATHEMATICAL AND STATISTICAL METHODS.” Innovation science and technologiy, 2(5) (2026). https://doi.org/10.5281/zenodo.20390828
HarvardNiyazov, Sherzod (2026) ‘METHODOLOGICAL FOUNDATIONS FOR FORMING CUSTOMS RISK PROFILE INDICATORS BASED ON MATHEMATICAL AND STATISTICAL METHODS’, Innovation science and technologiy, 2(5). https://doi.org/10.5281/zenodo.20390828
BibTeX
@article{niyazovsherzod2026,
  title = {METHODOLOGICAL FOUNDATIONS FOR FORMING CUSTOMS RISK PROFILE INDICATORS BASED ON MATHEMATICAL AND STATISTICAL METHODS},
  author = {Niyazov, Sherzod},
  journal = {Innovation science and technologiy},
  year = {2026},
  volume = {2},
  number = {5},
  doi = {10.5281/zenodo.20390828},
  url = {https://doi.org/10.5281/zenodo.20390828}
}

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