There are 0 repository under collinearity topic.
WGDI: A user-friendly toolkit for evolutionary analyses of whole-genome duplications and ancestral karyotypes
A fundamental set of equations, used in photogrammetry, to relate coordinates in a 2D sensor plane to 3D object coordinates.
Linear Regression (Gradient Descent) from scratch
Clustering personalities and labelling based on sampled survey responses (Hierarchical and K-Means).
This project determines whether or not a set of points are collinear
This repo contains various projects and assignments I worked on in my Economics Courses
The goal of this project is to build a model that can accurately predict the price of a house based on its features.
This repository shows, how linear models behave if the features of the dataset are collinear in nature. Support Vector Machine(SVM) and Logistic Regression(LR) algorithms are used as linear models. Weights and accuracy scores are recorded in different scenarios.
I collected dataset related to COVID-19 disease in various dimensions and presented here. You can read its details in "Adaptive Elastic-net Sliced Inverse Regression to Identify Risk Factors Affecting COVID-19" article. Also, here are the codes for the proposed method.
An implementation of photogrammetry space intersection
Assess multicollinearity between predictors when running the dredge function (MuMIn - R)
:muscle: Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)
All code in this repo serves for a developer candidate test.