From 96d283a78d06c066683fe8acb57200f9a7938391 Mon Sep 17 00:00:00 2001 From: mhjensen Date: Sat, 8 Aug 2020 22:44:03 +0200 Subject: [PATCH] update on regression --- doc/src/Regression/Regression.do.txt | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/src/Regression/Regression.do.txt b/doc/src/Regression/Regression.do.txt index 43990852c..ecf7672c7 100644 --- a/doc/src/Regression/Regression.do.txt +++ b/doc/src/Regression/Regression.do.txt @@ -6,7 +6,7 @@ DATE: today !split ===== To do list ===== -* Clean up Boston Housing data with correlations, add perhaps another more science related example +* Clean up Boston Housing data with correlations, add perhaps another more science related example. Add more info about correlation matrix, how to set it up and what it means * show how the data is set up and show the design matrix for this data set * Bring up covid data, say eg recent UK data on race etc * Same for the Ising model @@ -14,7 +14,7 @@ DATE: today * add material on ridge and lasso and link to SVD, show proofs, use doughnut example * clean up math formalism, hats to boldface * add material about kernel regression and splines -* rewrite Cross validation part and add discussion of train, validate and test, think of placing in statistics part or merge statistics into the reg material +* rewrite Cross validation part and add discussion of train, validate and test, think of placing in statistics part or merge statistics into the reg material. add more formal stat on bootstrapping * add discussion of training, validation and testing using ridge and lasso regression. demonstrate usage of gridsearch in validation case. !split