California Crazy Neighbors - One-Sample Student's T-Test 06-19-2022 06-19-2022 blog 5 minutes read (About 700 words)Using My Personal Real Data to Test if California is Good for Living Statistics, California Read more
Covariance VS Pearson Correlation Coefficient 12-20-2021 12-20-2021 blog 5 minutes read (About 774 words)Simple and Quick Understanding of Covariance and Pearson Correlation Coefficient Statistics, Mathematics Read more
Markov Random Field and Conditional Random Field 06-08-2021 06-08-2021 blog 9 minutes read (About 1401 words)Undirected Probabilistic Graphical Model Fundamentals Statistics, Probabilistic Graphical Model Read more
Number of Parameters for Causal Inference 04-05-2021 04-05-2021 blog 7 minutes read (About 1088 words)Reducing Number of Parameters in Bayesian Network Statistics, Bayesian Network Read more
Bootstrap Methods 01-31-2021 01-31-2021 blog 8 minutes read (About 1183 words)Using Bootstrap Distribution to Approximate Sampling Distribution Machine Learning, Statistics Read more
Gibbs Sampling 01-25-2021 01-25-2021 blog 21 minutes read (About 3168 words)Sampling Method for Multivariate Joint Distributions Machine Learning, Statistics Read more
Motivations for Sampling in Statistical Inference 01-18-2021 01-30-2021 blog 8 minutes read (About 1153 words)Statistical Inference Requires Sampling Machine Learning, Statistics Read more
Discriminative Model VS Generative Model 12-14-2020 12-14-2020 blog 6 minutes read (About 872 words)Quick Mathematical Definitions Statistics, Mathematics Read more
Naive Bayes Classifier 12-13-2020 02-18-2021 blog 7 minutes read (About 1084 words)One of the Simplest Probabilistic Classifiers Statistics, Mathematics Read more
Monte Carlo Integration 10-17-2020 10-18-2020 blog 8 minutes read (About 1210 words)Integration by Sampling Statistics, Mathematics, Monte Carlo Read more
Group Lasso 02-13-2020 02-13-2020 blog 5 minutes read (About 742 words)Understand the Sparsity Introduced by Group Lasso Machine Learning, Statistics Read more
Correlation VS Causation 11-28-2019 11-28-2019 blog 7 minutes read (About 999 words)A Simple Example Reveals a Lot of Flaws in Current Researches Statistics Read more
Number of Alignments in Connectionist Temporal Classification (CTC) 11-02-2019 11-02-2019 blog 7 minutes read (About 1076 words)A Fun Statistical Combination Counting Problem Statistics, Connectionist Temporal Classification, Speech Recognition Read more
Introduction to Dirichlet Distribution 09-10-2019 09-10-2019 blog 19 minutes read (About 2913 words)Mathematical Foundations to Dirichlet Distribution Statistics, Probability Read more
Matthews Correlation Coefficient 08-04-2019 08-04-2019 blog 9 minutes read (About 1289 words)An Archaeological Investigation on Matthews Correlation Coefficient Statistics Read more
Introduction to Exponential Family 06-14-2019 06-14-2019 blog 18 minutes read (About 2639 words)Setting Up Foundations to Variational Inference Statistics, Probability Read more
Understand Proportional Symbol in Probability and Statistics 06-13-2019 05-18-2021 blog 3 minutes read (About 466 words)Some Math Conventions in Probability and Statistics Statistics, Probability Read more
Conjugate Priors 06-10-2019 09-12-2019 blog 8 minutes read (About 1215 words)Some Statistics Knowledge to Bayesian Inference Statistics, Bayesian Inference Read more
Introduction to Variational Inference 05-25-2019 05-25-2019 article an hour read (About 7329 words)Setting Up Foundations to Bayesian Learning Machine Learning, Statistics, Variational Inference Read more
Introduction to YOLOs 04-15-2019 04-15-2019 blog 10 minutes read (About 1542 words)Dig into Some of the Details in YOLO Models Statistics, Computer Vision, Object Detection Read more