NPTEL : NOC25-MA33 | Week 4 Live Session | Standard Discrete and Continuous Distributions

Описание: Hello everyone,

I’m Chandan Kumar Gupta, a Prime Minister's Research Fellow (PMRF) in the Department of Mathematics at IIT Patna. This video is part of the NPTEL course Introduction to Probability Theory and Statistics (noc25-ma33), led by Professor S. Dharmaraj from IIT Delhi.

As a dedicated NPTEL PMRF Teaching Assistant (TA), I’m contributing to the course by guiding learners through key concepts.

In this Week 4 session, we dive into the Basics of Probability Theory , covering topics such as :

Standard Discrete Distributions : Constant Distribution, Bernoulli Distribution, Binomial Distribution, Geometric Distribution, Negative-Binomial Distribution (Pascal Distribution or Inverse Binomial Distribution), Poisson Distribution and Discrete Uniform Distribution.

Standard Continuous Distributions : Continuous Uniform Distribution, Exponential Distribution, Gamma Distribution, Beta Distribution, Cauchy Distribution, Normal Distribution, Log-Normal Distribution, Logistic Distribution, Laplace Distribution, Weibull Distribution and Pareto Distribution.

Properties of Standard Distributions : Mean, Variance and other properties of these Distribution.

Memoryless Property of Geometric and Exponential Distributions.

Problems based on these distribution and real life applications

I have also prepared supplementary materials and notes, which are accessible on my personal homepage (link provided below).

Stay connected with me for more learning resources and updates :

Homepage : https://sites.google.com/view/statist...
LinkedIn : @linkedin.com/in/chandangupta-iitp
YouTube Channel :    / @nptel.statistics  

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