corpus.blog
41554 blogs · 4,450,554 posts Claim your blog
Record · corpus.blog/posts/01a087ed-4cd2-7034-92ec-12fc377282d3

linear regression

theleo.zone · published 18 October 2019

A record is what was published and who pointed at it. The text of the post is not held here: read it at the source, or at its Wayback capture.

Read the post at theleo.zone Wayback capture
0blogs citing
First cited
—
Most recent
—
Rank this month
not ranked
Links from this post
42
Words captured
2,828

Cited by

No blog we hold has cited this post yet.

Links from this post

Link
Host
http://faculty.marshall.usc.edu/gareth-james/ISL/
faculty.marshall.usc.edu
https://web.stanford.edu/~hastie/ElemStatLearn/
web.stanford.edu
https://theleo.zone/img/linreg.png
theleo.zone
https://theleo.zone/img/anscombetable.png
theleo.zone
https://theleo.zone/img/residualvsfit.png
theleo.zone
https://theleo.zone/img/correlatederrors.png
theleo.zone
https://en.wikipedia.org/wiki/Autocorrelation
en.wikipedia.org
https://theleo.zone/img/heteroscedasticity2.png
theleo.zone
https://theleo.zone/img/outlier.png
theleo.zone
https://theleo.zone/img/leverage.png
theleo.zone
http://www.lithoguru.com/scientist/statistics/Lecture21.pdf
lithoguru.com
https://theleo.zone/img/collinearity.png
theleo.zone
https://en.wikipedia.org/wiki/Variance_inflation_factor
en.wikipedia.org
https://stats.stackexchange.com/questions/263324/how-can-the-regression-error-term-ever-be-correlated-with-the-explanatory-variab
stats.stackexchange.com
https://www.youtube.com/watch?v=61I-8tDgwag
youtube.com
https://stats.stackexchange.com/questions/261329/ols-difference-between-exogeneity-and-homoscedasticity
stats.stackexchange.com
https://theleo.zone/img/rsquared.png
theleo.zone
https://theleo.zone/img/residuals.png
theleo.zone
https://en.wikipedia.org/wiki/Matrix_calculus
en.wikipedia.org
https://eli.thegreenplace.net/2015/the-normal-equation-and-matrix-calculus/
eli.thegreenplace.net
https://en.wikipedia.org/wiki/Maximum_likelihood_estimation
en.wikipedia.org
https://en.wikipedia.org/wiki/Variance
en.wikipedia.org
https://en.wikipedia.org/wiki/Covariance
en.wikipedia.org
statistical bias Read at the source ↗
theleo.zone
https://theleo.zone/img/biased_mle_error_var.png
theleo.zone
http://lukesonnet.com/teaching/inference/200d_standard_errors.pdf
lukesonnet.com
https://stats.stackexchange.com/questions/20227/why-is-rss-distributed-chi-square-times-n-p
stats.stackexchange.com
https://github.com/robinovitch61/coursera_MachineLearning_AndrewNg
github.com
https://web.stanford.edu/~mrosenfe/soc_meth_proj3/matrix_OLS_NYU_notes.pdf
web.stanford.edu
https://eli.thegreenplace.net/2014/derivation-of-the-normal-equation-for-linear-regression/
eli.thegreenplace.net
https://math.stackexchange.com/questions/2753210/when-can-we-say-that-a-mathrm-t-b-b-mathrm-t-a
math.stackexchange.com
https://ayearofai.com/rohan-3-deriving-the-normal-equation-using-matrix-calculus-1a1b16f65dda
ayearofai.com
https://en.wikipedia.org/wiki/Transpose
en.wikipedia.org
https://www.cs.princeton.edu/courses/archive/fall18/cos324/files/mle-regression.pdf
cs.princeton.edu
https://www.math.uwaterloo.ca/~hwolkowi/matrixcookbook.pdf
math.uwaterloo.ca
http://3.droppdf.com/files/pjxkI/regression-analysis-by-example-5th-edition.pdf
3.droppdf.com
https://stats.stackexchange.com/questions/263324
stats.stackexchange.com
https://stats.stackexchange.com/questions/349244/beginner-q-residual-sum-squared-rss-and-r2
stats.stackexchange.com
https://www.youtube.com/watch?v=ulZW99jsMXY
youtube.com
https://medium.com/@komotlogelwa/r-squared-and-life-3cb220d5a03f
medium.com
https://www.usna.edu/Users/math/dphillip/sa421.s16/variance-of-a-sum.pdf
usna.edu
https://brilliant.org/wiki/linearity-of-expectation/
brilliant.org