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Results-html.Rmd
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Results-html.Rmd
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---
title: "Simulation Results"
author: Tobias Schnabel
date: "Last compiled on `r format(Sys.Date(), '%B %d, %Y')`"
output:
html_document:
self_contained: no
theme: flatly
---
```{r setup, include=FALSE}
knitr::opts_chunk$set(echo = F)
source("packages.R")
source("Functions.R")
library(DT)
load_all_results()
```
```{=html}
<style type="text/css">
table th {
text-align: left !important;
}
</style>
```
## Instructions to replicate can be found [here](https://github.com/tobias-schnabel/matrix-completion/blob/main/Replication.md)
# Full thesis can be found [here](https://github.com/tobias-schnabel/matrix-completion/blob/main/Thesis_Schnabel.pdf)
# DGP 1: One treatment group, TE is unit-and time- homogeneous,
## 100 periods
```{r Sim1, 100}
dgp_plot(dgp_1_sim())
plot_est_dev(sim1_100)
plot_est_dens(sim1_100)
results_html(sim1_100)
```
## 50 periods
```{r Sim1, 50}
dgp_plot(dgp_1_sim(nperiods = 50, treatgroups = c(11,20,30,40)))
plot_est_dev(sim1_50)
plot_est_dens(sim1_50)
results_html(sim1_50)
```
## 21 periods
```{r Sim1, 21}
dgp_plot(dgp_1_sim(nperiods = 21, treatgroups = c(11,14,16,18), treated.period = 11))
plot_est_dev(sim1_21)
plot_est_dens(sim1_21)
results_html(sim1_21)
```
# DGP 2: One treatment group, TE is unit-homogeneous, time-varying
## 100 periods
```{r Sim2, 100}
dgp_plot(dgp_2_sim())
plot_est_dev(sim2_100)
plot_est_dens(sim2_100)
results_html(sim2_100)
```
## 50 periods
```{r Sim2, 50}
dgp_plot(dgp_2_sim(nperiods = 50))
plot_est_dev(sim2_50)
plot_est_dens(sim2_50)
results_html(sim2_50)
```
## 21 periods
```{r Sim2, 21}
dgp_plot(dgp_2_sim(nperiods = 21, treatgroups = c(11,14,16,18), treated.period = 11))
plot_est_dev(sim2_21)
plot_est_dens(sim2_21)
results_html(sim2_21)
```
# DGP 3: Multiple Treatment Groups, Time-Invariant Homogeneous TE
## 100 periods
```{r Sim3, 100}
dgp_plot(dgp_3_sim())
plot_est_dev(sim3_100)
plot_est_dens(sim3_100)
results_html(sim3_100)
```
## 50 periods
```{r Sim3, 50}
dgp_plot(dgp_3_sim(nperiods = 50))
plot_est_dev(sim3_50)
plot_est_dens(sim3_50)
results_html(sim3_50)
```
## 21 periods
```{r Sim3, 21}
dgp_plot(dgp_3_sim(nperiods = 21, treatgroups = c(11,14,16,18)))
plot_est_dev(sim3_21)
plot_est_dens(sim3_21)
results_html(sim3_21)
```
#
# DGP 4: Multiple Treatment Groups,Time-Invariant Heterogeneous TE
## 100 periods
```{r Sim4, 100}
dgp_plot(dgp_4_sim())
plot_est_dev(sim4_100)
plot_est_dens(sim4_100)
results_html(sim4_100)
```
## 50 periods
```{r Sim4, 50}
dgp_plot(dgp_4_sim(nperiods = 50))
plot_est_dev(sim4_50)
plot_est_dens(sim4_50)
results_html(sim4_50)
```
## 21 periods
```{r Sim4, 21}
dgp_plot(dgp_4_sim(nperiods = 21, treatgroups = c(11,14,16,18)))
plot_est_dev(sim4_21)
plot_est_dens(sim4_21)
results_html(sim4_21)
```
# DGP 5: Multiple Treatment Groups, Time-Varying Homogeneous TE
## 100 periods
```{r Sim5, 100}
dgp_plot(dgp_5_sim())
plot_est_dev(sim5_100)
plot_est_dens(sim5_100)
results_html(sim5_100)
```
## 50 periods
```{r Sim5, 50}
dgp_plot(dgp_5_sim(nperiods = 50))
plot_est_dev(sim5_50)
plot_est_dens(sim5_50)
results_html(sim5_50)
```
## 21 periods
```{r Sim5, 21}
dgp_plot(dgp_5_sim(nperiods = 21, treatgroups = c(11,14,16,18)))
plot_est_dev(sim5_21)
plot_est_dens(sim5_21)
results_html(sim5_21)
```
# DGP 6: Multiple Treatment Groups, Time-Varying Heterogeneous TE
## 100 periods
```{r Sim6, 100}
dgp_plot(dgp_6_sim())
plot_est_dev(sim6_100)
plot_est_dens(sim6_100)
results_html(sim6_100)
```
## 50 periods
```{r Sim6, 50}
dgp_plot(dgp_6_sim(nperiods = 50))
plot_est_dev(sim6_50)
plot_est_dens(sim6_50)
results_html(sim6_50)
```
## 21 periods
```{r Sim6, 21}
dgp_plot(dgp_6_sim(nperiods = 21, treatgroups = c(11,14,16,18)))
plot_est_dev(sim6_21)
plot_est_dens(sim6_21)
results_html(sim6_21)
```
# DGP 7: Multiple Treatment Groups, Time-Varying Heterogeneous TE, **Unconditional** Parallel Trends Violated
## 100 periods
```{r Sim7, 100}
dgp_plot(dgp_7_sim())
plot_est_dev(sim7_100)
plot_est_dens(sim7_100)
results_html(sim7_100)
```
## 50 periods
```{r Sim7, 50}
dgp_plot(dgp_7_sim(nperiods = 50))
plot_est_dev(sim7_50)
plot_est_dens(sim7_50)
results_html(sim7_50)
```
## 21 periods
```{r Sim7, 21}
dgp_plot(dgp_7_sim(nperiods = 21, treatgroups = c(11,14,16,18)))
plot_est_dev(sim7_21)
plot_est_dens(sim7_21)
results_html(sim7_21)
```
# DGP 8: Multiple Treatment Groups, Time-Varying Heterogeneous TE, **Parallel Trends Violated**
## 100 periods
```{r Sim8, 100}
dgp_plot(dgp_8_sim())
plot_est_dev(sim8_100)
plot_est_dens(sim8_100)
results_html(sim8_100)
```
## 50 periods
```{r Sim8, 50}
dgp_plot(dgp_8_sim(nperiods = 50))
plot_est_dev(sim8_50)
plot_est_dens(sim8_50)
results_html(sim8_50)
```
## 21 periods
```{r Sim8, 21}
dgp_plot(dgp_8_sim(nperiods = 21, treatgroups = c(11,14,16,18)))
plot_est_dev(sim8_21)
plot_est_dens(sim8_21)
results_html(sim8_21)
```