COMPLETING PRACTICAL PROBLEMS INVOLVING A SEQUENCE OF INDEPENDENT TESTS, BERNOULLI SCHEMES, AND LIMIT THEOREMS

Authors

  • Davronov Doniyorbek Zarruxovich, Xakimova Mamura Muxammadievna Student, Faculty of Service Samarkand Institute of Economics and Service, Assistant Lecturer Department of Higher Mathematics Samarkand Institute of Economics and Service

Keywords:

probability theory, independent trials, bernoulli scheme, binomial distribution, event probability, limit theorems, law of large numbers, central limit theorem, random variables, mathematical statistics.

Abstract

In this article, we consider practical problems related to a sequence of independent trials, the Bernoulli scheme, and limit theorems in probability theory. Particular attention is paid to the application of these mathematical models in solving probability problems and analyzing random processes. In this paper, we explore the fundamental theoretical principles of the Bernoulli scheme, the conditions for independent trials, and their role in the formation of the binomial distribution. Limit theorems, which allow us to describe the behavior of probability variables over a large number of trials, are also considered. Examples of practical problems are provided demonstrating the use of these methods in educational processes and applied research.

Downloads

Download data is not yet available.

References

Вентцель Е.С. Теория вероятностей. – Москва: Высшая школа, 2010. – 576 с.

Гнеденко Б.В. Курс теории вероятностей. – Москва: Наука, 2007. – 448 с.

Феллер В. Введение в теорию вероятностей и её приложения. – Москва: Мир, 2016. – 752 с.

Ross S. A First Course in Probability. – 10th ed. – Boston: Pearson Education, 2019. – 560 p.

Montgomery D., Runger G. Applied Statistics and Probability for Engineers. – 7th ed. – New York: Wiley, 2018. – 768 p.

Walpole R., Myers R., Myers S., Ye K. Probability and Statistics for Engineers and Scientists. – 9th ed. – Pearson, 2017. – 816 p.

Binomial Distribution – GeeksforGeeks. Available at: https://www.geeksforgeeks.org/binomial-distribution/

Binomial Distribution Guide – Statistical Calculators. Available at: https://statistical-calculators.site/blog/binomial-distribution-guide

De Moivre–Laplace Theorem – Wikipedia. Available at: https://en.wikipedia.org/wiki/De_Moivre%E2%80%93Laplace_theorem

Central Limit Theorem – Khan Academy. Available at: https://www.khanacademy.org/math/statistics-probability

Downloads

Published

2026-03-16

How to Cite

Davronov Doniyorbek Zarruxovich, Xakimova Mamura Muxammadievna. (2026). COMPLETING PRACTICAL PROBLEMS INVOLVING A SEQUENCE OF INDEPENDENT TESTS, BERNOULLI SCHEMES, AND LIMIT THEOREMS. International Multidisciplinary Journal for Research & Development, 13(03), 383–392. Retrieved from https://ijmrd.in/index.php/imjrd/article/view/5317