T MiyamotoExample of Kalman Filter for Local Level ModelEach time a new observation is obtained for a system, the most recent infromation about the state variables is given.Dec 29, 2023Dec 29, 2023

T MiyamotoHow to get and set a GitHub access tokenGitHub’s repository access policy has been changed since August 2021Mar 26, 20221Mar 26, 20221

T MiyamotoRelation between Gaussian Process Regression and Kernel machine (short read)A simple explanation as to how Gaussian process regression is connected to Kernel machineFeb 28, 2022Feb 28, 2022

T MiyamotoKernel method —its basicsThe basics of a kernel method is explained and a kernel function is naturally introduced.Jan 30, 2022Jan 30, 2022

T MiyamotoMultivariate Linear RegressionExplains why t-test and F-test can be used in multivariate linear regression analysisDec 30, 2021Dec 30, 2021

T MiyamotoIs the Covid vaccine as effective against the Omicron strain as it is against the Delta strain?We will compare the two groups using Fisher’s exact test. (Of course, the data used for the test is hypothetical.)Nov 30, 2021Nov 30, 2021

T MiyamotoA simple guide to understand PCAThis post makes it easy to digest principal component analysisOct 31, 2021Oct 31, 2021

T MiyamotoA Decision Tree CodeLast year I wrote a blog article regarding decision tree. I’ve put relating code here.Aug 31, 2021Aug 31, 2021