Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/bernardjezua/qsps

Quick Statistical Problem Solver for Quadratic Spline and Polynomial Regression - R Shiny App
https://github.com/bernardjezua/qsps

polynomial-regression quadratic-spline-interpolation r r-shiny r-shiny-app

Last synced: 2 months ago
JSON representation

Quick Statistical Problem Solver for Quadratic Spline and Polynomial Regression - R Shiny App

Host: GitHub
URL: https://github.com/bernardjezua/qsps
Owner: bernardjezua
Created: 2023-12-19T01:00:58.000Z (about 1 year ago)
Default Branch: main
Last Pushed: 2024-06-06T14:56:33.000Z (7 months ago)
Last Synced: 2024-10-12T02:44:46.605Z (3 months ago)
Topics: polynomial-regression, quadratic-spline-interpolation, r, r-shiny, r-shiny-app
Language: R
Homepage:
Size: 739 KB
Stars: 4
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

README

        # QSPS: Quick Statistical Problem Solver

## Introduction

This R project, developed by **RebberChicken**, consists of a Shiny web application that serves as the UI code for the final project. The application includes functionalities for Quadratic Spline Interpolation (QSI), Polynomial Regression (PR), and the Simplex Method (incomplete functionality) for solving a diet problem.

## How to Use

To run the application, follow these steps:

1. Ensure you have R and RStudio installed on your machine.

2. Open the R script file (`ui.R`) in RStudio.

3. Install the required R packages if not already installed:

   ```R

   install.packages(c("readr", "shiny", "shinyjs", "shinyMatrix", "shinythemes"))

## References

- freeCodeCamp.org. (2021). R Shiny for Data Science Tutorial – Build Interactive Data-Driven Web Apps [YouTube Video]. In YouTube. https://www.youtube.com/watch?v=9uFQECk30kA

- R4DS Online Learning Community. (2023). ShinyUI: JavaScript for Shiny (shinyui01 10) [YouTube Video]. In YouTube. https://www.youtube.com/watch?v=5_IVbyf2x00

- Statistical Learning Group. (2020). R Shiny Basics and User Interface [YouTube Video]. In YouTube. https://www.youtube.com/watch?v=6mJaw5pLtso

## Screenshots

![image](https://github.com/bernardjezua/QSPS/assets/90602869/928801d4-dbe6-4882-a88a-3c5dca8828f5)

![image](https://github.com/bernardjezua/QSPS/assets/90602869/ec82c946-09ed-43e9-8a8c-95d8c3135272)