[ML/Statistics] Exponential, Gamma, Beta, Dirichlet Distributions and Dirichlet Process
Exponential Distribution Gamma Function & Distribution Beta Distribution Dirichlet Distribution & Dirichlet Process
2024, Feb 15 — 1 minute readExponential Distribution Gamma Function & Distribution Beta Distribution Dirichlet Distribution & Dirichlet Process
2024, Feb 15 — 1 minute readPrincipal Component Anaylsis (PCA) Identify the axes, known as principal components, that capture the most...
2023, Apr 02 — 1 minute readOutlines derivation of probability density function of Student’s t-distribution with k degrees of freedom 3...
2023, Apr 01 — 1 minute readProof that sample variance from population without normality assumption also coverges to chi-squared distribution as...
2023, Mar 15 — 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 readHoeffding’s Lemma and Hoeffding Inequality Proof
2023, Mar 05 — 1 minute readMarcov, Chebyshev, and Jenson’s Inequality
2023, Mar 01 — 1 minute readDelta Method and Slutsky’s Theorem
2023, Feb 22 — 1 minute readNormal Distribution Function Derivation - Dirac Delta Function
2023, Feb 21 — 1 minute readDerivation of Poisson Distribution with Two Approaches
2023, Feb 20 — 1 minute readCentral Limit Theorem Proof with Moment Generating Function
2023, Feb 19 — 1 minute read