UMA3362 Probability Theory

SSN COLLEGE OF ENGINEERING CHENNAI

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Probability Theory Unit II – Random Variables & Distributions (Concise Notes)

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Probability Theory Unit II – Random Variables & Distributions (Concise Notes)
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16

december 2025

2025/2026
These notes present a concise summary of Unit II: Random Variables from Probability Theory. The content introduces discrete and continuous random variables, along with the distribution function (CDF) and its properties. Key probability relations and methods for finding probabilities using CDF, PMF, and PDF are included. The notes summarize mathematical expectation, moments about origin and mean, variance, and standard deviation, with essential formulas. The concept of the Moment Generating Fu...
shreyaakulkarni
$8.49 Meer Info

Concise Probability Theory Summary – Random Variables & Distributions (Unit II & III)

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Concise Probability Theory Summary – Random Variables & Distributions (Unit II & III)
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2

december 2025

2025/2026
These notes provide a concise summary of key concepts in Probability Theory, focusing specifically on Unit II and Unit III topics. Unit II covers the fundamentals of random variables, including discrete and continuous random variables, moments, moment generating functions, cumulative distribution functions, and brief derivations of standard distributions such as Binomial, Poisson, Uniform, Exponential, and Normal distributions, along with functions of a random variable . Unit III introduces two...
shreyaakulkarni
$8.89 Meer Info

UMA3362 Probability Theory

SSN COLLEGE OF ENGINEERING CHENNAI

Probability Theory Unit II – Random Variables & Distributions (Concise Notes)

Concise Probability Theory Summary – Random Variables & Distributions (Unit II & III)