First Year Project
Skills Gained
Factors Affecting Bird Extinction
Data Modeling and Statistical Analysis
Regression Analysis and ANOVA
Outlier Management
Data Visualization with ggplot2 in R
Regression Analysis and ANOVA
Outlier Management
Data Visualization with ggplot2 in R
2023
In this project, I and my classmates explored the environmental and biological factors that contribute to the extinction of bird species. By analyzing data on migratory patterns, population size, and habitat types, we built multiple linear regression models to predict extinction risks for various bird species. The project highlighted how migratory birds with smaller populations face a significantly higher risk of extinction compared to larger, non-migratory species.
In this project, I and my classmates explored the environmental and biological factors that contribute to the extinction of bird species. By analyzing data on migratory patterns, population size, and habitat types, we built multiple linear regression models to predict extinction risks for various bird species. The project highlighted how migratory birds with smaller populations face a significantly higher risk of extinction compared to larger, non-migratory species.