Andrew YanMay 31, 20242 min readThe Expectation–Maximization (EM) AlgorithmThe EM algorithm is an iterative optimization method used for parameter estimation, such as maximum likelihood estimation (MLE), in the...
Andrew YanMay 21, 20243 min readThe Frequentist Confidence Interval (CI)I recently stumbled upon an interesting LinkedIn post by a biostatistics professor. He stated that " Bayesians should take the term...
Andrew YanMay 19, 20242 min readThe Misleading Term of "Least Squares Mean (LS-Mean)"You might be surprised to learn that the term "least squares mean" has no intrinsic or logical meaning in any traditional sense in...
