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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].