Probability Theory: Limit Theorems

We will investigate the limit theorems for sequences of random variables, including the Laws of Large Numbers and the Central Limit Theorem. Furthermore, we will employ the Central Limit Theorem to examine how the normal distribution can be used to approximate both the binomial distribution and the Poisson distribution, a process that necessitates the concept of the continuity correction.