List: Linear Regression | Curated by Gustavo R Santos

Mar 26, 2024
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Linear Regression
In
Data Hackers
by
Edson Junior
Regressão Linear — Uma abordagem inferencial — PARTE 1Entenda as relações entre variáveis e obtenha os coeficientes que reduzem a soma dos quadrados dos resíduos
Mar 21, 2024
Mar 21, 2024
In
TDS Archive
by
Andreas Martinson
How to Simplify Hypothesis Testing for Linear Regression in PythonWhat is homoscedasticity again?
Jul 12, 2022
3
Jul 12, 2022
3
In
TDS Archive
by
Animesh Agarwal
Polynomial RegressionThis is my third blog in the Machine Learning series. This blog requires prior knowledge of Linear Regression. If you don’t know about…
Oct 8, 2018
27
Oct 8, 2018
27
In
IBM Data Science in Practice
by
Thomas Giavatto
A Guide for Model Selection During ExtrapolationRegression is one of the most common techniques used in machine learning. Predicting future rainfall in flood or drought regions…
Sep 9, 2022
Sep 9, 2022
In
CodeX
by
Margaret Awojide
Statistics for Data Analysts: Inferential Statistics with PythonInferential statistics generally involves generating deductions and/or predictions about a population.
Sep 14, 2022
Sep 14, 2022
In
TDS Archive
by
Arnaud Capitaine
Thorough examination of bias and variance in the linear regressionWhat is the connection between the probability definitions of the variance and the bias of an estimator and the machine learning model…
May 15, 2022
May 15, 2022
In
TDS Archive
by
Thomas Le Menestrel
Lasso and Ridge regression: an intuitive comparisonAnd how they can help you understand regularisation
Apr 28, 2022
2
Apr 28, 2022
2
In
TDS Archive
by
Ritwick Roy
Regularization in Machine LearningHow does regularization work and how can it be used to prevent overfitting?
Feb 15, 2022
4
Feb 15, 2022
4
In
TDS Archive
by
Peter Flom
An introduction to quantile regressionOrdinary least square regression is one of the most widely used statistical methods. However, it is a parametric model and relies on…
Sep 15, 2018
5
Sep 15, 2018
5
In
TDS Archive
by
Tirthajyoti Sarkar
Don’t just fit data, gain insights tooA lightweight Python package can give you a lot of insights into your regression problems.
Jan 13, 2022
Jan 13, 2022