[Chi-Squared 04] Chi-Squared Distribution and Sample Variance with Normality Assumption
Proof that sample variance with sample size n follws chi-squared distribution with n-1 DF ...
2023, Mar 13 — 1 minute readProof that sample variance with sample size n follws chi-squared distribution with n-1 DF ...
2023, Mar 13 — 1 minute readDerivation of infinite product form and integral form of gamma function Infinite Product Form &...
2023, Mar 12 — 1 minute readDerivation of recurrence relation of Chi-squared distribution with n degrees of freedom Recurrence Relation for...
2023, Mar 10 — 1 minute readDerivation of Chi-squared distribution with 1 and 2 degrees of freedom Chi-Squared Distribution with 1...
2023, Mar 10 — 1 minute readalso uses perturbed KKT as IPM-B, but doen’t explicitly uses barrier method instead, solving primal-dual...
2023, Mar 09 — 1 minute readOUTLINES Generative Learning Algorithms GDA Naive Bayes 1. Generative Learning Algorithms Generative Learning Algorithm model...
2023, Mar 07 — 5 minute readSummary Notes Convex Optimization 3 - Karush Kuhn Tucker (KKT) Conditions and Strong Duality Applications...
2023, Mar 06 — 1 minute readHoeffding’s Lemma and Hoeffding Inequality Proof
2023, Mar 05 — 1 minute readOUTLINES Exponential Family Generalized Linear Models Softmax Regression (Multiclass Classification) 1. Exponential Family Distribution is...
2023, Mar 05 — 4 minute readLectures Provided from MIT OpenCourseWare Statistics for Applications, Fall 2016 Contains the topics disccused from...
2023, Mar 04 — 1 minute read