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Explore the fundamental concepts of characteristic functions in probability theory and statistics through an in-depth 90-minute lecture. Delve into the characteristic functions of various probability distributions, including Normal, Cauchy, Exponential, and Uniform. Learn how to prove the Inversion Theorem and apply it to real-world examples. Gain a solid understanding of these essential statistical tools and their applications in data analysis and probability modeling.
