[R] Statistical analysis of financial data conducted in R

This repository introduces reader to basic concepts of simple linear regression and its application.

This is a group project for MTH416A: Regression Analysis at IIT Kanpur

Regression analysis exploring cause of increasing global temperature change through independent variables related to CO2-emissions

Perceptron regressing revenue for an ice cream stand according to temperature.

Function Transformer is part of feature engineering it converts probability density function to normal distribution

Bachelor's thesis on automatic distribution functions over financial assets logarithmic returns

The code lets you get a QQ plot for Daily returns of IBM observations from Jan 1 2005 till Dec 31 2019

R Package for survival data Q-Q plot

Financial Data Visualisation

This project focuses on predicting forest fire areas using the Fire Weather Index (FWI) dataset. Key methods include the use of Log Transform to normalize the burned area data, improving the performance of linear regression models. Data analysis and visualizations like histograms and QQ plots are utilized to explore patterns and model accuracy.