Abstract
Kichik biznesning moliyaviy ko‘rsatkichlarini prognozlash bozor iqtisodiyoti sharoitida ularning barqaror faoliyat yuritishi va raqobatbardoshligini ta’minlashning muhim omillaridan biridir. Zamonaviy iqtisodiy jarayonlarda sun’iy intellekt, mashinaviy o‘qitish, statistik tahlil va moliyaviy modellashtirish usullaridan foydalanish orqali prognozlash aniqligi sezilarli darajada oshmoqda. Ushbu tezisda kichik biznesning moliyaviy ko‘rsatkichlarini prognozlashda qo‘llaniladigan zamonaviy yondashuvlar, ularning ustunliklari va amaliyotga tatbiq etish imkoniyatlari tahlil qilinadi hamda O‘zbekistondagi kichik biznes subyektlari uchun takliflar ishlab chiqiladi.
References
1. Brealey, R. A., Myers, S. C., & Allen, F. (2020). Principles of Corporate Finance (13th ed.). McGraw-Hill Education.
2. Chatfield, C. (2019). The Analysis of Time Series: An Introduction (7th ed.). Chapman and Hall/CRC.
3. Makridakis, S., Wheelwright, S. C., & Hyndman, R. J. (2018). Forecasting: Methods and Applications (4th ed.). Wiley.
4. OECD. (2022). Financing SMEs and Entrepreneurs 2022: An OECD Scoreboard. OECD Publishing.
5. Shmueli, G., Bruce, P. C., Gedeck, P., & Patel, N. R. (2020). Data Mining for Business Analytics: Concepts, Techniques, and Applications in Python. Wiley.
