A BRIEF ANALYSIS ABOUT RANDOM VARIABLES AND PROBABILITY DISTRIBUTIONS

NAGENDRAPPA.G

A BRIEF ANALYSIS ABOUT RANDOM VARIABLES AND PROBABILITY DISTRIBUTIONS

February 2023

Vol-9, Issue-1

Paper ID: 19160

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

MATHEMATICS

Keywords

RANDOM VARIABLES PROBABILITY DISTRIBUTIONS NON-NEGATIVITY PROBABILITY MASS FUNCTION BINOMIAL DISTRIBUTION..

Abstract

In machine learning, we often deal with uncertainty and stochastic quantities, due to one of the reasons being incomplete observability therefore, we most likely work with sampled data. Probability theory is a branch of mathematics concerned with the study of random phenomena and is often considered one of the fundamental pillars of machine learning. It is however a huge field to cover and very easy to get lost in, especially when being self-taught. Loosely speaking, the random variable is a variable whose value depends on the outcome of a random event. We can also describe it as a function that maps from the sample space to a measurable space (e.g. a real number). The probability mass function (PMF) describes the probability distribution over a discrete random variable. In other terms, it is a function that returns the probability of a random variable being exactly equal to a specific value.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	NAGENDRAPPA.G	DEPARTMENT OF MATHEMATICS GOVERNMENT FIRST GRADE COLLEGE KORATAGERE TUMKUR DIST KARNATAKA

How to Cite

Use the following formats to cite this article in your research.

APA Style

NAGENDRAPPA.G (2023). A BRIEF ANALYSIS ABOUT RANDOM VARIABLES AND PROBABILITY DISTRIBUTIONS. International Journal of Advance Research and Innovative Ideas In Education, 9(1), 1176-1182.

MLA Style

NAGENDRAPPA.G. "A BRIEF ANALYSIS ABOUT RANDOM VARIABLES AND PROBABILITY DISTRIBUTIONS." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 1, 2023, pp. 1176-1182.

IEEE Style

NAGENDRAPPA.G, "A BRIEF ANALYSIS ABOUT RANDOM VARIABLES AND PROBABILITY DISTRIBUTIONS," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 1, pp. 1176-1182, 2023.

Vancouver Style

NAGENDRAPPA.G. A BRIEF ANALYSIS ABOUT RANDOM VARIABLES AND PROBABILITY DISTRIBUTIONS. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(1):1176-1182.

Harvard Style

NAGENDRAPPA.G (2023) 'A BRIEF ANALYSIS ABOUT RANDOM VARIABLES AND PROBABILITY DISTRIBUTIONS', International Journal of Advance Research and Innovative Ideas In Education, 9(1), pp. 1176-1182.

Chicago Style

NAGENDRAPPA.G. "A BRIEF ANALYSIS ABOUT RANDOM VARIABLES AND PROBABILITY DISTRIBUTIONS." International Journal of Advance Research and Innovative Ideas In Education 9, no. 1 (2023): 1176-1182.

Turabian Style

NAGENDRAPPA.G. "A BRIEF ANALYSIS ABOUT RANDOM VARIABLES AND PROBABILITY DISTRIBUTIONS." International Journal of Advance Research and Innovative Ideas In Education 9, no. 1 (2023): 1176-1182.