Publications by Gabriel Reyes
Qualifying Paper Draft
1 Introduction Understanding the multifaceted impact of socioeconomic factors on well-being remains a pivotal challenge in developmental and social sciences. Recent research has illuminated the significant role that economic disparities play in influencing health outcomes and developmental trajectories, particularly among children and their familie...
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R Markdown Tutorial
1 Introduction In this tutorial, we will explore an education dataset to understand the relationships between various factors, such as gender, race/ethnicity, parental level of education, and student test scores. By performing descriptive statistics and creating visualizations, we aim to uncover patterns and insights that can help us better underst...
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Rapid Analysis Updates
# load necessary libraries library(tidyverse) ## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.1 ── ## ✓ ggplot2 3.3.5 ✓ purrr 0.3.4 ## ✓ tibble 3.1.6 ✓ dplyr 1.0.8 ## ✓ tidyr 1.2.0 ✓ stringr 1.4.0 ## �...
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Education Opportunity Analysis
INTRODUCTION ub_data <- read.csv("~/Desktop/edu_opp_proj/ubfinal2022.csv") students <- ub_data %>% group_by(State) %>% summarise(TotalServed = sum(Number.of.Participants), AvgServed = mean(Number.of.Participants)) students ## # A tibble: 57 × 3 ## State TotalServed AvgServed ## <chr> <int> <dbl> ## 1 "" ...
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Problem Set #4
This is problem set #4, in which we want you to integrate your knowledge of data wrangling with some basic simulation skills. It’s a short problem set to help consolidate your ggplot2 skills and then help you get your feet wet in testing statistical concepts through “making up data” rather than consulting a textbook or doing math. For ease ...
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Replication of Mani et al. (2013) by Gabriel Reyes
Introduction Justification for choice of study For this project, I will be replicating Mani et al.’s 2013 Science paper that looked at how economic scarcity affected cognitive function in adults. I chose to replicate this paper because I am interested in researching how poverty-related stressors affect brain development and learning. The resul...
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Reproducibility Report for Study Poverty Impedes Cognitive Function by Mani et al. (2013, Science)
Introduction Justification for choice of study For this project, I will be replicating Mani et al.’s 2013 Science paper that looked at how economic scarcity affected cognitive function in adults. I chose to replicate this paper because I am interested in researching how poverty-related stressors affect brain development and learning. The resul...
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Gabriel Reyes - PSET #2
In this assignment we’ll learn about dplyr and tidyr, two packages from the tidyverse that allow elegant and easily understandable data tidying and manipulation. We’ll do this by working through the steps of loading an actual dataset, tidying it up, and carrying out some basic analyses. The dataset we’re using comes from the OSF Reproducibl...
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Gabriel Reyes - PSYCH 251 PSET #3
For this exercise, please try to reproduce the results from Experiment 6 of the associated paper (Shah, Shafir, & Mullainathan, 2015). The PDF of the paper is included in the same folder as this Rmd file. Methods summary: The authors were interested in the effect of scarcity on people’s consistency of valuation judgments. In this study, partic...
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Reproducibility Report: Group B Choice 3
For this exercise, please try to reproduce the results from Experiment 2 of the associated paper (de la Fuente, Santiago, Roman, Dumitrache, & Casasanto, 2014). The PDF of the paper is included in the same folder as this Rmd file. Methods summary: Researchers tested the question of whether temporal focus differs between Moroccan and Spanish cult...
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