🎥 EP2 Linear Regression Example: UK 👑 Rent & House Price Index / R RStudio 📊 Beginners 🐣
In this video, we dive into the basics of linear regression analysis using R! 🖥️ Starting with a dataset from the Office for National Statistics (ONS), we analyze the relationship between the Rent Price Index (PIPR) 🏠 and the House Price Index (HPI) 📉 to explore how changes in rent prices may impact housing prices. I’ll guide you step-by-step as we:
🛠️ Set up the environment and install essential R packages
📂 Load and explore datasets for analysis
📊 Create and interpret linear regression models
🖼️ Visualize results with scatter plots and a fitted regression line
Perfect for beginners, this tutorial will help you understand the fundamentals of setting up and interpreting simple linear regressions in R. 🎓 Subscribe for more tutorials and data analysis insights! 🔔
Tags: #LinearRegression 📉 #RProgramming 🖥️ #DataAnalysis 📊 #Economics 💹 #HousePriceIndex 🏠 #RentPriceIndex 💵 #ONSData 🇬🇧 #DataScience 🧪 #BeginnerR 🚀