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What is Limiting Distributions in Probability about?
Module 7 of the NPTEL course on Probability and Distributions covers limiting distributions, focusing on convergence in distribution and probability, the weak law of large numbers, and the central limit theorem. It discusses the challenges of deriving distribution functions for random variables and presents methods for approximating these distributions as the sample size increases. Key concepts include the Poisson approximation to the binomial distribution and the delta method.
- Author
- chandra
- Language
- EN