Knowledge & Thoughts

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I record some interesting topics here and write down my thoughts and ideas. You are more than welcome to discuss any of them with me so please email me if you have any fancy ideas. To look for specific key words, you can use the search box at home page.

Content

High Dimensional Statistics Note 2024 Summer
September 10, 2024
RKHS in a Dual Space delta function Perspective
September 19, 2023
Brownian Bridge and Basel Problem
December 23, 2022
Derivation of Poisson Distribution
September 19, 2022
Reading Notes of Replica Symmetric Breaking
August 15, 2022
Variance of Odds Ratio in Contingency Table
April 27, 2022
Best Linear Estimator
April 10, 2022
Theory of Reproducing Kernel Hilbert Space (RKHS) and Application
April 8, 2022
Basic Constrained Optimize Theory
March 28, 2022
Cochran Theorem for Variance Decomposition
March 8, 2022
Expectation-Maximization Algorithm in Gaussian Mixture Model
December 10, 2021
Convergence Order 1.618 of Secant Interpolation Rooting
November 15, 2021
Positive-Definition of Diagonal Dominant Matrix
October 20, 2021
Box-Cox Transformation
May 30, 2021
Residuals for Influential Diagnosis in Linear Regression
May 2, 2021
Liénard–Wiechert Potential
January 18, 2021
Proof Two Properties of Log-Likelihood
November 30, 2020
Indepency between $\bar{X}$ and $S^2$
November 24, 2020

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