Causal Effect of Urban Parks on Children’s Happiness

Overview

This repository contains the thesis titled "Causal Effect of Urban Parks on Children’s Happiness," including data, results, and code.

Repository Structure

• thesis/: Contains the main thesis document, abstract, and references.
• data/: Contains raw and processed datasets used in the analysis.
• results/: Contains figures and tables generated from the analysis.
• code/: Contains R scripts and notebooks for data preprocessing, analysis, and creating plots.
• award/: Contains documents related to the awards and recognitions received for this work.

Getting Started

1. Clone the repository:

   git clone https://github.com/KwonNayeon/urban-parks-childrens-happiness.git

2. Navigate to the project directory:

   cd urban-parks-childrens-happiness

Dependencies

To run the R scripts and analysis, you need the following R packages:

• tidyverse (Includes dplyr, ggplot2, and other packages)
• readxl
• haven
• CBPS
• lubridate
• skimr
• tableone
• survey
• senstrat
• MASS
• ggdag (For plotting Directed Acyclic Graphs)
• dagitty
• broom
• scales
• truncnorm
• ipw
• WeightIt
• cobalt
• optmatch
• MatchIt
• sensitivityfull
• sensitivitymw
• lmtest (For coeftest)
• sandwich (For vcovCL)

You can install these packages in R using the following command:

install.packages(c(
  "tidyverse", 
  "readxl", 
  "haven", 
  "CBPS", 
  "lubridate", 
  "skimr", 
  "tableone", 
  "survey", 
  "senstrat", 
  "MASS", 
  "ggdag", 
  "dagitty", 
  "broom", 
  "scales", 
  "truncnorm", 
  "ipw", 
  "WeightIt", 
  "cobalt", 
  "optmatch", 
  "MatchIt", 
  "sensitivityfull", 
  "sensitivitymw", 
  "lmtest", 
  "sandwich"
))

License

This project is licensed under the MIT License - see the LICENSE file for details.

Contact

For any questions or comments, please contact [nayeonkn0330@gmail.com].