BAYES FORMULASI VA AMALIY QO‘LLANILISHI
Keywords:
Kalit soʻzlar: Bayes formulasi, shartli ehtimollik, ehtimollar nazariyasi, statistik tahlil, sun’iy intellekt, prognozlash, qaror qabul qilish.Abstract
Annotatsiya: Ushbu maqolada Bayes formulasi, uning nazariy asoslari hamda
turli sohalardagi amaliy qo‘llanilishi keng yoritilgan. Xususan, ehtimollar nazariyasida
shartli ehtimollik tushunchasi asosida Bayes formulasi qanday hosil bo‘lishi, uning
statistik tahlil, sun’iy intellekt, tibbiyot va iqtisodiyotdagi ahamiyati misollar orqali
tushuntiriladi. Maqola ilmiy va amaliy jihatdan foydali bo‘lib, Bayes yondashuvining
afzalliklari va qo‘llash imkoniyatlarini ochib beradi.
References
FOYDALANILGAN ADABIYOTLAR
1. Thomas Bayes. An Essay towards solving a Problem in the Doctrine of Chances
(1763).
2. Pierre-Simon Laplace. Théorie analytique des probabilités.
3. Sheldon Ross. Introduction to Probability Models. Academic Press.
4. William M. Bolstad. Introduction to Bayesian Statistics. Wiley.
5. Kevin P. Murphy. Machine Learning: A Probabilistic Perspective. MIT Press.
