VARIATSIYA KO'RSATKICHLARI: NAZARIYA VA AMALIYOT

https://doi.org/10.5281/zenodo.14955729

Authors

  • Qodirov Javohir O‘zbekiston Milliy universitetining Jizzax filiali talabasi Author

Abstract

Ushbu maqolada variatsiya ko‘rsatkichlari, ya’ni dispersiya, standart og‘ish, variatsiya koeffitsienti va interkvartil oralig‘ining nazariy asoslari va amaliy qo‘llanilishi ko‘rib chiqilgan. Variatsiya ko‘rsatkichlari ma’lumotlar to‘plamining tarqalishini o‘lchashda va o‘zgaruvchilarning farqlarini aniqlashda muhim rol o‘ynaydi. Dispersiya va standart og‘ish o‘zgaruvchilarning o‘rtacha qiymatdan qanchalik farqlanishini o‘lchasa, variatsiya koeffitsienti nisbiy o‘zgaruvchanlikni, interkvartil oralig‘i esa markaziy ma’lumotlarning tarqalishini ko‘rsatadi. Ushbu ko‘rsatkichlar iqtisodiyot, tibbiyot va ijtimoiy fanlar kabi sohalarda ma’lumotlarni tahlil qilish va qarorlar qabul qilishda keng qo‘llaniladi. Maqolada har bir ko‘rsatkichning afzalliklari va kamchiliklari, shuningdek, ularning amaliy ahamiyati muhokama qilingan.

References

Wasserman, L. (2004). All of Statistics: A Concise Course in Statistical Inference. Springer.

Freedman, D., Pisani, R., & Purves, R. (2007). Statistics. 4th Edition. W. W. Norton & Company.

Kutner, M. H., Nachtsheim, C. J., & Neter, J. (2004). Applied Linear Regression Models. 4th Edition. McGraw-Hill.

Gujarati, D. N., & Porter, D. C. (2009). Basic Econometrics. 5th Edition. McGraw-Hill.

Zar, J. H. (2010). Biostatistical Analysis. 5th Edition. Pearson Prentice Hall.

Bishop, C. M. (2006). Pattern Recognition and Machine Learning. Springer.

Hastie, T., Tibshirani, R., & Friedman, J. (2009). The Elements of Statistical Learning: Data Mining, Inference, and Prediction. Springer.

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Published

2024-12-06

How to Cite

Qodirov , J. (2024). VARIATSIYA KO’RSATKICHLARI: NAZARIYA VA AMALIYOT: https://doi.org/10.5281/zenodo.14955729. International Scientific and Practical Conference, 1(2), 112-114. https://bestjournalup.com/index.php/ispc/article/view/1174