Simple Linear Regression Analysis
Based on the following lectures <br> (1) “Statistics (2018-1)” by Prof. Sang Ah Lee, Dept. of Economics, College of Economics & Commerce, Kookmin Univ. <br> (2) “Intro. to Machine Learning (2023-2)...
Data Scientist
Summarize Statistical Method
Based on the following lectures <br> (1) “Statistics (2018-1)” by Prof. Sang Ah Lee, Dept. of Economics, College of Economics & Commerce, Kookmin Univ. <br> (2) "Statistical Models and Application ...
A/B Test
Based on the following lectures <br> (1) “Statistics (2018-1)” by Prof. Sang Ah Lee, Dept. of Economics, College of Economics & Commerce, Kookmin Univ. <br> (2) "Statistical Models and Application ...
Statistical Inference
Based on the following lectures <br> (1) “Statistics (2018-1)” by Prof. Sang Ah Lee, Dept. of Economics, College of Economics & Commerce, Kookmin Univ. <br> (2) "Statistical Models and Application ...
Sample Dist.
Based on the following lectures <br> (1) “Statistics (2018-1)” by Prof. Sang Ah Lee, Dept. of Economics, College of Economics & Commerce, Kookmin Univ. <br> (2) "Statistical Models and Application ...
Prob. Dist. Functions
Based on the following lectures <br> (1) “Statistics (2018-1)” by Prof. Sang Ah Lee, Dept. of Economics, College of Economics & Commerce, Kookmin Univ. <br> (2) "Statistical Models and Application ...
BPMF
<ul type="square"> <li><strong>Title</strong>: <a href="https://doi.org/10.1145/1390156.1390267"><code>Bayesian Probabilistic Matrix Factorization using Markov Chain Monte Carlo</code></a></li> <li...
Probability
Based on the following lectures <br> (1) “Statistics (2018-1)” by Prof. Sang Ah Lee, Dept. of Economics, College of Economics & Commerce, Kookmin Univ. <br> (2) "Statistical Models and Application ...
What? Statistics
Based on the following lectures <br> (1) “Statistics (2018-1)” by Prof. Sang Ah Lee, Dept. of Economics, College of Economics & Commerce, Kookmin Univ. <br> (2) "Statistical Models and Application ...
Bayes by Backprop
<ul type="square"> <li><strong>Title</strong>: <a href="https://proceedings.mlr.press/v37/blundell15"><code>Weight Uncertainty in Neural Networks</code></a></li> <li><strong>Published</strong>: <em...