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

Prepare a prediction model for profit of 50_startups data. Do transformations for getting better predictions of profit and make a table containing R^2 value for each prepared model. R&D Spend -- Research and devolop spend in the past few years Administration -- spend on administration in the past few years Marketing Spend -- spend on Marketing in t

Multiple-Linear-Regression-1. Consider only the below columns and prepare a prediction model for predicting Price of Toyota Corolla.p

Prepare a prediction model for profit of 50_startups data. Do transformations for getting better predictions of profit and make a table containing R^2 value for each prepared model. Consider only the below columns and prepare a prediction model for predicting Price. Corolla<-Corolla[c("Price","Age_

Detailed implementation of various regression analysis models and concepts on real dataset.

The given dataset contains electricity consumer household information. This information has been used to predict the amount to be paid by the consumer with the help of regression model selection and validated with feature importance.

This repository contains notebook introducing reader to basic concepts of multilinear regression and its application.

Used libraries and functions as follows:

Used libraries and functions as follows:

Prediction-model-for-predicting-Price-of-Cars

Prediction model for profit of 50_startups data

Multi_Linear_Regression_on_Cars_data_to_predict_MPG

Feasibility of staring a Sunday edition for a large Metroplitan newsapaper

Business Case : The Waist Circumference - Adipose Tissue

Prediction of Delivery Time of newspapers using Sorting Time

Prediction of Salary of individuals based on years of experience

Consider only the below columns and prepare a prediction model for predicting Price. Corolla<-Corolla[c("Price","Age_08_04","KM","HP","cc","Doors","Gears","Quarterly_Tax","Weight")]

Prediction of Miles per gallon (MPG) Using Cars Dataset

Predicting wage in the uswage dataset (Linear Regression). Model Selection, Model Diagnostics etc.