1. Building Model

Model Functions

Example

Below is an example of a model on 10000 population with a tranmission rate = 2/10000, 5 initial infected inidividual, 50% susceptible rate, 5% hospitalization rate, recovery rate for both hospitalized and non-hospitalized individuals are 90%, time spend in hospital is 10 days, and strict quarantine is applied.

Running 10 simulations to show randomness and variability

2. Factorial Experiment Design

Response Variable: Total Death Proportion

ANOVA result
                                                  Df Sum Sq Mean Sq   F value   Pr(>F)    
Beta                                               1 0.0096  0.0096 6.075e+03  < 2e-16 ***
HospitalizationRate                                2 0.0000  0.0000 1.047e+01 2.93e-05 ***
HospitalizedRecoveryRate                           1 0.0041  0.0041 2.614e+03  < 2e-16 ***
NonHospitalizedRecoveryRate                        1 0.3296  0.3296 2.085e+05  < 2e-16 ***
InfectionTime                                      1 0.0092  0.0092 5.803e+03  < 2e-16 ***
Beta:HospitalizationRate                           2 0.0001  0.0000 1.691e+01 5.01e-08 ***
Beta:HospitalizedRecoveryRate                      1 0.0000  0.0000 1.882e+01 1.48e-05 ***
Beta:NonHospitalizedRecoveryRate                   1 0.0008  0.0008 5.231e+02  < 2e-16 ***
HospitalizationRate:HospitalizedRecoveryRate       2 0.0006  0.0003 2.011e+02  < 2e-16 ***
Beta:InfectionTime                                 1 0.0095  0.0095 5.993e+03  < 2e-16 ***
HospitalizationRate:NonHospitalizedRecoveryRate    2 0.0007  0.0004 2.279e+02  < 2e-16 ***
HospitalizationRate:InfectionTime                  2 0.0000  0.0000 9.243e+00 9.98e-05 ***
HospitalizedRecoveryRate:InfectionTime             1 0.0000  0.0000 6.906e+00  0.00864 ** 
NonHospitalizedRecoveryRate:InfectionTime          1 0.0007  0.0007 4.629e+02  < 2e-16 ***
Residuals                                       2860 0.0045  0.0000                       
---
Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

Call:
lm(formula = DeathProportion ~ Beta + HospitalizationRate + HospitalizedRecoveryRate + 
    NonHospitalizedRecoveryRate + InfectionTime + Beta:HospitalizationRate + 
    Beta:HospitalizedRecoveryRate + Beta:NonHospitalizedRecoveryRate + 
    HospitalizationRate:HospitalizedRecoveryRate + Beta:InfectionTime + 
    HospitalizationRate:HospitalizedRecoveryRate + HospitalizationRate:NonHospitalizedRecoveryRate + 
    HospitalizationRate:InfectionTime + HospitalizedRecoveryRate:InfectionTime + 
    NonHospitalizedRecoveryRate:InfectionTime, data = result_table)

Residuals:
       Min         1Q     Median         3Q        Max 
-0.0058695 -0.0006401  0.0000296  0.0006535  0.0058347 

Coefficients:
                                                          Estimate Std. Error  t value Pr(>|t|)    
(Intercept)                                              4.137e-02  1.048e-04  394.832  < 2e-16 ***
Beta4                                                    8.246e-03  1.148e-04   71.843  < 2e-16 ***
HospitalizationRate0.10                                 -3.690e-04  1.283e-04   -2.876  0.00406 ** 
HospitalizationRate0.15                                 -9.132e-04  1.283e-04   -7.117 1.39e-12 ***
HospitalizedRecoveryRate0.95                            -9.162e-04  1.048e-04   -8.744  < 2e-16 ***
NonHospitalizedRecoveryRate0.95                         -2.053e-02  1.048e-04 -195.899  < 2e-16 ***
InfectionTime5                                           8.100e-03  1.148e-04   70.569  < 2e-16 ***
Beta4:HospitalizationRate0.10                            2.636e-04  1.148e-04    2.296  0.02172 *  
Beta4:HospitalizationRate0.15                            6.629e-04  1.148e-04    5.775 8.52e-09 ***
Beta4:HospitalizedRecoveryRate0.95                      -4.066e-04  9.372e-05   -4.338 1.48e-05 ***
Beta4:NonHospitalizedRecoveryRate0.95                   -2.143e-03  9.372e-05  -22.871  < 2e-16 ***
HospitalizationRate0.10:HospitalizedRecoveryRate0.95    -1.157e-03  1.148e-04  -10.084  < 2e-16 ***
HospitalizationRate0.15:HospitalizedRecoveryRate0.95    -2.302e-03  1.148e-04  -20.054  < 2e-16 ***
Beta4:InfectionTime5                                    -7.255e-03  9.372e-05  -77.417  < 2e-16 ***
HospitalizationRate0.10:NonHospitalizedRecoveryRate0.95  1.176e-03  1.148e-04   10.244  < 2e-16 ***
HospitalizationRate0.15:NonHospitalizedRecoveryRate0.95  2.450e-03  1.148e-04   21.344  < 2e-16 ***
HospitalizationRate0.10:InfectionTime5                   1.960e-04  1.148e-04    1.708  0.08777 .  
HospitalizationRate0.15:InfectionTime5                   4.902e-04  1.148e-04    4.271 2.01e-05 ***
HospitalizedRecoveryRate0.95:InfectionTime5             -2.463e-04  9.372e-05   -2.628  0.00864 ** 
NonHospitalizedRecoveryRate0.95:InfectionTime5          -2.016e-03  9.372e-05  -21.514  < 2e-16 ***
---
Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

Residual standard error: 0.001257 on 2860 degrees of freedom
Multiple R-squared:  0.9878,    Adjusted R-squared:  0.9877 
F-statistic: 1.216e+04 on 19 and 2860 DF,  p-value: < 2.2e-16
Main Effects Plot
Interaction Effects Plot

Response Variable: Total Infected Proportion

ANOVA result
Main Effects Plot
Interaction Effects Plot

Response Variable: Maximum New Case Proportion

ANOVA result
Main Effects Plot
Interaction Effects Plot

Response Variable: Max Hospitalized Proportion

ANOVA result
Main Effects Plot
Interaction Effects Plot
---
title: "Infectious Disease Modeling"
author: "Linh Tang, Britney He, Bowen Mince"
date: "12/11/2020"
output: 
  html_notebook:
    code_folding: hide
---

```{r setup, include=FALSE}
knitr::opts_chunk$set(echo = FALSE, message = FALSE, warning = FALSE)
library(dplyr)
library(ggplot2)
```

### 1. Building Model

### Model Functions

```{r func}
# Simulate Data
model.data = function(N, beta, I.0, p, epsilon, theta, gamma, TimeH, TimeNH){
  I.rate = beta/N
  psi = 1/TimeH
  lambda = 1/TimeNH
  curr.day = 0
  S = p * N - I.0
  NS.0 = N - S - I.0
  NS = NS.0
  NewInfected = I.0
  Total.Hospital = 0
  Total.NonHospital = 0
  Total.Infected = NewInfected + Total.Hospital + Total.NonHospital
  Total.Infective = NewInfected + Total.NonHospital
  Hospital.Recovered = 0
  NonHospital.Recovered = 0
  Hospital.Dead = 0
  NonHospital.Dead = 0
  Total.Recovered = Hospital.Recovered + NonHospital.Recovered
  Total.Dead = Hospital.Dead + NonHospital.Dead
  Pop = S + NS + Total.Infected + Total.Dead
  Leaving.Hospital = 0
  Leaving.NonHospital = 0
  Recovered.Hospital.today = 0
  Recovered.NonHospital.today = 0
  Entering.Hospital = 0
  
  # If you want a full table like the excel, uncomment all lines in the df below
  df = data_frame(Day = curr.day,
                  Susceptible = S,
                  Non.Susceptible = NS,
                  Daily.New.Case = NewInfected,
                  Total.In.Hospital = Total.Hospital,
                  # Total.NonHospital = Total.NonHospital,
                  Infected = Total.Infected,
                  # Total.Infective = Total.Infective,
                  # Recovered.In.Hospital = Hospital.Recovered,
                  # Dead.In.Hospital = Hospital.Dead,
                  Total.Recovered = Total.Recovered,
                  Total.Dead = Total.Dead)
  
  # Watch the disease until it ends (daily new case = 0) or at max 200 days
  while(Total.Infected > 0 & curr.day < 1000){
    curr.day = curr.day + 1
    
    # Number of individuals recovered from the infected in hospital (previous day)
    # First need to see how many are leaving the hospital
    Leaving.Hospital = rbinom(1, Total.Hospital, psi)
    # Then how many of those recovered
    Recovered.Hospital.today = rbinom(1, Leaving.Hospital, theta)
    Hospital.Recovered = Hospital.Recovered + Recovered.Hospital.today
    Hospital.Dead = Hospital.Dead + Leaving.Hospital - Recovered.Hospital.today
    
    # Number of individuals dead from the infected in hospital (previous day)
    # First need to see how many not in hospital are getting over disease
    NonHospital.leaving = rbinom(1, Total.NonHospital, lambda)
    # How many of those are recovering
    Recovered.NonHospital.today = rbinom(1, NonHospital.leaving, gamma)
    NonHospital.Recovered = NonHospital.Recovered + Recovered.NonHospital.today
    NonHospital.Dead = NonHospital.Dead + NonHospital.leaving - Recovered.NonHospital.today
    
    # Total number of recovered or dead so far (cumulative)
    Total.Recovered = Hospital.Recovered + NonHospital.Recovered
    Total.Dead = Hospital.Dead + NonHospital.Dead
    
    # Number of individuals hospitalized from the infected in the previous day
    Entering.Hospital = rbinom(1, NewInfected, epsilon)
    Total.Hospital =  Entering.Hospital + Total.Hospital - Leaving.Hospital
    Total.NonHospital = NewInfected + Total.NonHospital - Entering.Hospital - NonHospital.leaving
    
    # Newly infected case today and total actively infected so far
    NewInfected = min(S, rbinom(1, S * Total.Infective, I.rate))
    Total.Infected = NewInfected + Total.Hospital + Total.NonHospital
    
    # Susceptible population left
    S = S - NewInfected
    
    # Current non-susceptible group
    NS = NS.0 + Total.Recovered
    
    # Infective group that can spread the disease the next day
    Total.Infective = NewInfected + Total.NonHospital
    
    # Confirm population
    Pop = S + NS + Total.Infected + Total.Dead
    
    # If you want a full table like the excel, uncomment this
    # data = c(curr.day, S, NS, NewInfected, Total.Hospital, Total.NonHospital, Total.Infected, Total.Infective, Hospital.Recovered, Hospital.Dead, Total.Recovered, Total.Dead, Pop)
    data = c(curr.day, S, NS, NewInfected, Total.Hospital, Total.Infected, Total.Recovered, Total.Dead)
    df = rbind(df, data)
  }
  return(df)
}

# Plot out the evolution over time
model.plot = function(data){
  p = ggplot(data  = data, aes(x = Day)) +
        geom_line(aes(y = Susceptible, color = "Susceptible")) +
        geom_line(aes(y = Daily.New.Case, color = "Daily New Case")) +
        geom_line(aes(y = Infected, color = "Infected")) +
        geom_line(aes(y = Total.In.Hospital, color = "Currently In Hospital")) +
        geom_line(aes(y = Total.Recovered, color = "Total Recoverd")) +
        geom_line(aes(y = Total.Dead, color = "Total Dead")) +
        scale_color_discrete(name = "Compartment") +
        labs(y = "Population", title = "SIHRD Model") + 
        theme_minimal()
  return(p)
}

# Extract info from the data
model.info = function(data){
  Last.Day = nrow(data)
  Status = ifelse(data[Last.Day,]$Daily.New.Case == 0, "Ended", "Going")
  Total.Death = data[Last.Day,]$Total.Dead
  Total.Infected = sum(data$Daily.New.Case)
  Max.New.Case = max(data$Daily.New.Case)
  Peak.Day.New.Case = data[data$Daily.New.Case == Max.New.Case,]$Day
  Max.In.Hospital = max(data$Total.In.Hospital)
  Peak.Day.Hospital= data[data$Total.In.Hospital == Max.In.Hospital,]$Day
  info = c(Last.Day, Status, Total.Death, Total.Infected, Max.New.Case, Peak.Day.New.Case, Max.In.Hospital, Peak.Day.Hospital)
  return(info)
}

# Confirm the model by calculating that all compartments sum to population at any day
model.confirm = function(data){
  data$Pop = data$S + data$NS + data$Total.Infected + data$Total.Dead
  return(data)
}

# Combine all functions
SIHRD.model = function(N, beta, I.0, p, epsilon, theta, gamma, TimeH, TimeNH){
  param = c(N, beta, epsilon, theta, gamma, TimeH, TimeNH)
  data = model.data(N, beta, I.0, p, epsilon, theta, gamma, TimeH, TimeNH)
  plot = model.plot(data)
  result_info = model.info(data)
  info = c(param, result_info)
  return(list(data,plot,info))
}

# Helper function for string wrapping in facet plots, default is 12 characters
swr = function(string, nwrap=12) {
  paste(strwrap(string, width=nwrap), collapse="\n")
}
swr = Vectorize(swr)
```

### Example

Below is an example of a model on 10000 population with a tranmission rate = 2/10000, 5 initial infected inidividual, 50% susceptible rate, 5% hospitalization rate, recovery rate for both hospitalized and non-hospitalized individuals are 90%, time spend in hospital is 10 days, and strict quarantine is applied.

```{r example}
test.model = SIHRD.model(10000, 2, 5, 0.5, 0.05, 0.9, 0.9, 10, 1)
# data
test.model[[2]]
# graph
test.model[[2]]
# summary
model.summary = cbind(c("Population", "Beta", "HospitalizationRate", "HospitalizedRecoveryRate", "NonHospitalizedRecoveryRate", "HospitalizationTime", "InfectionTime"), test.model[[3]][1:7], c("LastDay", "Status", "TotalDeath", "TotalInfected", "MaxNewCase", "PeakDayNewCase", "MaxInHospital", "PeakDayHospital"), test.model[[3]][8:15])
model.summary = as.data.frame(model.summary)
colnames(model.summary) = c("Parameter", "Value", "Result", "Value")
model.summary
```

# Running 10 simulations to show randomness and variability

```{r 10sims}
# 10 simulations of the above model
model.rep.plot = function(N, beta, I.0, p, epsilon, theta, gamma, TimeH, TimeNH, reps = 10){
  line.plot = function(data){
    size = 0.2
    list(geom_line(data = data, aes(x = Day, y = Infected, color = "Daily Infected"), size = size),
         geom_area(data = data, aes(x = Day, y = Infected), fill = "coral", alpha = 0.05),
         geom_line(data = data, aes(x = Day, y = Total.Dead, color = "Total Dead"), size = size),
         geom_line(data = data, aes(x = Day, y = Susceptible, color = "Susceptible"), size = size),
         geom_line(data = data, aes(x = Day, y = Total.Recovered, color = "Total Recoverd"), size = size),
         geom_line(data = data, aes(x = Day, y = Total.In.Hospital, color = "Daily Hospitalized"), size = size),
         geom_line(data = data, aes(x = Day, y = Daily.New.Case, color = "Daily New Case"), size = size),
         scale_color_manual(values = c("Daily Infected" = "red", 
                                      "Total Dead"= "black", 
                                      "Susceptible" = "darkorange", 
                                      "Total Recoverd" = "green", 
                                      "Daily Hospitalized" = "darkorchid1", 
                                      "Daily New Case"= "blue2"))
    )
  }
  if(TimeNH == 1){
    title = "SIHRD Model with quarantine enforced"
  } else {
    title = "SIHRD Model without quarantine"
  }
  plot = ggplot() + labs(y = "Population", title = title, color = "Compartment") + theme_minimal()
  for(i in 1:reps){
    data = model.data(N, beta, I.0, p, epsilon, theta, gamma, TimeH, TimeNH)
    plot = plot + line.plot(data)
  }
  plot
  return(plot)
}

# SIHRD model with 10 reps and all parameters set 
# at lowest level under 2 conditions: with and without quarantine
a = model.rep.plot(10000, 2, 5, 0.5, 0.05, 0.9, 0.9, 10, 1)
a + annotate(geom = "curve", xend = 65, yend = 1600, x = 73, y = 400, curvature = .2, arrow = arrow(length = unit(1, "mm")), size=0.7, alpha=0.6) +
  annotate(geom = "text", x = 57, y = 1800, label = "Total Death", hjust = "left") + 
  
  annotate(geom = "curve", xend = 24, yend = 2150, x = 13.5, y = 550, curvature = -.2, arrow = arrow(length = unit(2, "mm")), color = "blue", size=0.7, alpha=0.6) +
  annotate(geom = "text", x = 24, y = 2300, label = "Max Daily New Case", hjust = "left", color = "blue") + 
  
  annotate(geom = "curve", xend = 30, yend = 1300, x = 15, y = 680, curvature = -.2, arrow = arrow(length = unit(2, "mm")), color = "red", size=0.7, alpha=0.6) + 
  annotate(geom = "text", x = 31, y = 1400, label = "Total Infected", hjust = "left", color = "red") +
  
  annotate(geom = "curve", xend = 30, yend = 600, x = 18, y = 110, curvature = -.2, arrow = arrow(length = unit(2, "mm")), color = "darkorchid1", size=0.7, alpha=0.6) + 
  annotate(geom = "text", x = 31, y = 650, label = "Max Daily Hospitalized", hjust = "left", color = "darkorchid1") +  theme(legend.position="bottom")
b = model.rep.plot(10000, 2, 5, 0.5, 0.05, 0.9, 0.9, 10, 5)
b + annotate(geom = "curve", xend = 70, yend = 1000, x = 62, y = 600, curvature = -.2, arrow = arrow(length = unit(1, "mm")), size=0.7, alpha=0.6) +
  annotate(geom = "text", x = 71, y = 1050, label = "Total Death", hjust = "left") + 
  
  annotate(geom = "curve", xend = 24, yend = 2400, x = 11, y = 1070, curvature = -.2, arrow = arrow(length = unit(2, "mm")), color = "blue", size=0.7, alpha=0.6) +
  annotate(geom = "text", x = 24, y = 2600, label = "Max Daily New Case", hjust = "left", color = "blue") + 
  
  annotate(geom = "curve", xend = 30, yend = 1500, x = 16, y = 1000, curvature = -.2, arrow = arrow(length = unit(2, "mm")), color = "red", size=0.7, alpha=0.6) + 
  annotate(geom = "text", x = 31, y = 1600, label = "Total Infected", hjust = "left", color = "red") +
  
  annotate(geom = "curve", xend = 30, yend = 900, x = 14, y = 230, curvature = -.2, arrow = arrow(length = unit(2, "mm")), color = "darkorchid1", size=0.7, alpha=0.6) + 
  annotate(geom = "text", x = 31, y = 1000, label = "Max Daily Hospitalized", hjust = "left", color = "darkorchid1")  +  theme(legend.position="bottom")
```

## 2. Factorial Experiment Design 

```{r fact.exp}
# Factorial Experiment
I.0 = 5
S.rate = 0.5

# List of Explanatory Variables:
Pop.Lst = c(10000, 100000, 1000000)
Beta.Lst = c(2,4)
Hrate.Lst = c(0.05, 0.1, 0.15)
RrateH.Lst = c(0.9, 0.95)
RrateNH.Lst = c(0.9, 0.95)
TimeH.Lst = c(10, 15)
TimeNH.Lst = c(1, 5)

#Pop.Lst, Beta.Lst, Hrate.Lst, RrateH.Lst, RrateNH.Lst, TimeH.Lst, TimeNH.Lst
result_table = data.frame()

# Run 10 simulations of every 288 combinations
sims = 10
for(i in 1:sims){
  for(N in Pop.Lst){
    for(b in Beta.Lst){
      for(hr in Hrate.Lst){
        for(rrh in RrateH.Lst){
          for(rrnh in RrateNH.Lst){
            for(th in TimeH.Lst){
              for(tnh in TimeNH.Lst){
                model = SIHRD.model(N, b, I.0, S.rate, hr, rrh, rrnh, th, tnh)
                result_table = rbind(result_table, model[[3]], stringsAsFactors = FALSE)
              }
            }
          }
        }
      }
    }
  }
}

colnames(result_table) = c("Population", "Beta", "HospitalizationRate", "HospitalizedRecoveryRate", "NonHospitalizedRecoveryRate", "HospitalizationTime", "InfectionTime", "LastDay", "Status", "TotalDeath", "TotalInfected", "MaxNewCase", "PeakDayNewCase", "MaxInHospital", "PeakDayHospital")
result_table[1:7] = as.data.frame(sapply(result_table[1:7], as.numeric))
result_table[1:7] = format(result_table[1:7], scientific = FALSE)
result_table[c(1:7,9)] = as.data.frame(sapply(result_table[c(1:7,9)], as.factor))
result_table[c(8,10:15)] = as.data.frame(sapply(result_table[c(8,10:15)], as.numeric))

numericPop = as.numeric(as.character(result_table$Population))

result_table$DeathProportion = result_table$TotalDeath / numericPop
result_table$InfectedProportion = result_table$TotalInfected / numericPop
result_table$MaxCaseProportion = result_table$MaxNewCase / numericPop
result_table$MaxHospitalProportion = result_table$MaxInHospital / numericPop
result_table
```

```{r anova.lm.func}
response.var = "Population + Beta + HospitalizationRate + HospitalizedRecoveryRate + NonHospitalizedRecoveryRate + HospitalizationTime + InfectionTime + Population * Beta + Population * HospitalizationRate + Population * HospitalizedRecoveryRate + Population * NonHospitalizedRecoveryRate + Population * HospitalizationTime + Population * InfectionTime + Beta * HospitalizationRate + Beta * HospitalizedRecoveryRate + Beta * NonHospitalizedRecoveryRate + Beta * HospitalizationTime + Beta * InfectionTime + HospitalizationRate* HospitalizedRecoveryRate + HospitalizationRate*NonHospitalizedRecoveryRate + HospitalizationRate*HospitalizationTime + HospitalizationRate*InfectionTime + HospitalizedRecoveryRate * NonHospitalizedRecoveryRate + HospitalizedRecoveryRate * HospitalizedRecoveryRate * HospitalizationTime + HospitalizedRecoveryRate * InfectionTime + NonHospitalizedRecoveryRate * HospitalizationTime + NonHospitalizedRecoveryRate * InfectionTime + HospitalizationTime * InfectionTime"

anova = function(param){
  form = as.formula(paste(param, response.var, sep = " ~ "))
  return(aov(form, data = result_table))
}
linear = function(param){
  form = as.formula(paste(param, response.var, sep = " ~ "))
  return(lm(form, data = result_table))
}

residual.plot = function(model){
  residuals = model$residuals
  par(mfrow = c(1,2))
  hist(residuals)
  qqnorm(residuals)
  qqline(residuals)
}
```

#### Response Variable: Total Death Proportion

##### ANOVA result

```{r death.anova}
Death.Anova = anova("DeathProportion")
summary(Death.Anova)
Death.Lm = linear("DeathProportion")
summary(Death.Lm)
residual.plot(Death.Anova)

Death.Anova.reduced = aov(DeathProportion ~ Beta + HospitalizationRate + HospitalizedRecoveryRate + NonHospitalizedRecoveryRate + InfectionTime + Beta:HospitalizationRate + Beta:HospitalizedRecoveryRate + Beta:NonHospitalizedRecoveryRate + HospitalizationRate:HospitalizedRecoveryRate + Beta:InfectionTime + HospitalizationRate:HospitalizedRecoveryRate + HospitalizationRate:NonHospitalizedRecoveryRate + HospitalizationRate:InfectionTime + HospitalizedRecoveryRate:InfectionTime + NonHospitalizedRecoveryRate:InfectionTime, data = result_table)

summary(Death.Anova.reduced)
summary(lm(DeathProportion ~ Beta + HospitalizationRate + HospitalizedRecoveryRate + NonHospitalizedRecoveryRate + InfectionTime + Beta:HospitalizationRate + Beta:HospitalizedRecoveryRate + Beta:NonHospitalizedRecoveryRate + HospitalizationRate:HospitalizedRecoveryRate + Beta:InfectionTime + HospitalizationRate:HospitalizedRecoveryRate + HospitalizationRate:NonHospitalizedRecoveryRate + HospitalizationRate:InfectionTime + HospitalizedRecoveryRate:InfectionTime + NonHospitalizedRecoveryRate:InfectionTime, data = result_table))
```

##### Main Effects Plot

```{r death.main}
# Summarize main effects of each significant variable
avg.Beta = result_table %>% group_by(Beta) %>% summarise(Average.Death.Proportion = mean(DeathProportion))
avg.HospitalizationRate = result_table %>% group_by(HospitalizationRate) %>% summarise(Average.Death.Proportion = mean(DeathProportion))
avg.HospitalizedRecoveryRate = result_table %>% group_by(HospitalizedRecoveryRate) %>% summarise(Average.Death.Proportion = mean(DeathProportion))
avg.NonHospitalizedRecoveryRate = result_table %>% group_by(NonHospitalizedRecoveryRate) %>% summarise(Average.Death.Proportion = mean(DeathProportion))
avg.InfectionTime = result_table %>% group_by(InfectionTime) %>% summarise(Average.Death.Proportion = mean(DeathProportion))

avg.Beta$Var = "Beta"
names(avg.Beta) = c("Level", "Average.Death.Proportion", "Var")

avg.HospitalizationRate$Var = "Hospitalization Rate"
names(avg.HospitalizationRate) = c("Level", "Average.Death.Proportion", "Var")

avg.HospitalizedRecoveryRate$Var = "Hospitalized Recovery Rate"
names(avg.HospitalizedRecoveryRate) = c("Level", "Average.Death.Proportion", "Var")

avg.NonHospitalizedRecoveryRate$Var = "Non-Hospitalized Recovery Rate"
names(avg.NonHospitalizedRecoveryRate) = c("Level", "Average.Death.Proportion", "Var")

avg.InfectionTime$Var = "Quarantine"
names(avg.InfectionTime) = c("Level", "Average.Death.Proportion", "Var")
avg.InfectionTime$Level = ifelse(avg.InfectionTime$Level == "1", "yes", "no")

avg.all = rbind(avg.Beta, avg.HospitalizationRate, avg.InfectionTime, avg.HospitalizedRecoveryRate, avg.NonHospitalizedRecoveryRate)
# Main Effect Plots
ann_text <- tribble(
  ~Var, ~Average.Death.Proportion, ~Level,
  #--|--|--
  "Beta", 0.037, "2")
avg.all$Var = swr(avg.all$Var, 20)
ggplot(avg.all, aes(x = Level, y = Average.Death.Proportion, group = Var)) + 
  facet_grid(cols = vars(Var), scales = "free_x") + 
  theme_bw() + 
  labs(y = "Average Total Death Proportion", x = "Variable Level") + 
  geom_hline(yintercept = mean(result_table$DeathProportion), linetype='dashed', col = 'blue') + geom_line() +
  geom_point() + 
  geom_text(data = ann_text, label = swr("Grand Average", 5), colour = 'blue', size = 2.8)
```

##### Interaction Effects Plot

```{r death.interact}
# Summarize interaction effects by all combinations of significant variables
DeathSummary = result_table %>% group_by(Beta, HospitalizationRate, HospitalizedRecoveryRate, NonHospitalizedRecoveryRate, InfectionTime) %>% summarise(Average.Death.Proportion = mean(DeathProportion))

# New facet label names for variables
InfectionTime.labs <- c("With quarantine", "Without quarantine")
names(InfectionTime.labs) <- c("1", "5")

Beta.labs <- c("Beta = 2", "Beta = 4")
names(Beta.labs) <- c("2", "4")

HospitalizationRate.labs <- c("5% Hospitalization", "10% Hospitalization", "15% Hospitalization")
names(HospitalizationRate.labs) <- c("0.05", "0.10", "0.15")

DeathSummary$InfectionTime = ifelse(DeathSummary$InfectionTime == 1, "With quarantine", "Without quarantine")
DeathSummary$InfectionTime = swr(DeathSummary$InfectionTime)
# Interaction Plot
ggplot(DeathSummary, 
       aes(x = NonHospitalizedRecoveryRate, 
           y = Average.Death.Proportion,
           color = HospitalizedRecoveryRate,
           group = HospitalizedRecoveryRate)) +
  geom_point() + 
  geom_line() +
  facet_grid(InfectionTime ~ Beta + HospitalizationRate, labeller = labeller(Beta = Beta.labs, HospitalizationRate = swr(HospitalizationRate.labs))) +
  # geom_point(aes(color = HospitalizedRecoveryRate)) + 
  theme_bw() + 
  labs(y = "Average Total Death Proportion", 
       x = "Non-Hospitalized Recovery Rate",
       color = "Hospitalized Recovery Rate") +
  theme(legend.position="top")
```

#### Response Variable: Total Infected Proportion

##### ANOVA result

```{r infected.anova}
Infected.Anova = anova("InfectedProportion")
summary(Infected.Anova)
Infected.Lm = linear("InfectedProportion")
summary(Infected.Lm)
residual.plot(Infected.Anova)
```

##### Main Effects Plot

```{r infected.main}
# Summarize main effects of each significant variable
avg.Beta = result_table %>% group_by(Beta) %>% summarise(Average.Infected.Proportion = mean(InfectedProportion))
avg.InfectionTime = result_table %>% group_by(InfectionTime) %>% summarise(Average.Infected.Proportion = mean(InfectedProportion))
avg.HospitalizationRate = result_table %>% group_by(HospitalizationRate) %>% summarise(Average.Infected.Proportion = mean(InfectedProportion))

avg.Beta$Var = "Beta"
names(avg.Beta) = c("Level", "Average.Infected.Proportion", "Var")

avg.HospitalizationRate$Var = "Hospitalization Rate"
names(avg.HospitalizationRate) = c("Level", "Average.Infected.Proportion", "Var")

avg.InfectionTime$Var = "Quarantine"
names(avg.InfectionTime) = c("Level", "Average.Infected.Proportion", "Var")
avg.InfectionTime$Level = ifelse(avg.InfectionTime$Level == "1", "yes", "no")

avg.all = rbind(avg.Beta, avg.HospitalizationRate, avg.InfectionTime)
avg.all$Var = swr(avg.all$Var, 20)

# Main Effect Plots
ann_text <- tribble(
  ~Var, ~Average.Infected.Proportion, ~Level,
  #--|--|--
  "Beta", mean(result_table$InfectedProportion) + 0.004, "2")

ggplot(avg.all, aes(x = Level, y = Average.Infected.Proportion, group = Var)) + 
  facet_grid(cols = vars(Var), scales = "free_x") + 
  geom_line() +
  geom_point() + 
  theme_bw() + 
  labs(y = "Average Total Infected Proportion", x = "Variable Level") +
  geom_hline(yintercept = mean(result_table$InfectedProportion), linetype='dashed', col = 'blue') + 
  geom_text(data = ann_text, label = swr("Grand Average", 5), colour = 'blue', size = 3)
```

##### Interaction Effects Plot

```{r infected.interact}
# Summarize interaction effects by all combinations of significant variables
InfectedSummary = result_table %>% group_by(Beta, InfectionTime, HospitalizationRate) %>% summarise(Average.Infected.Proportion = mean(InfectedProportion))
InfectedSummary$InfectionTime = ifelse(InfectedSummary$InfectionTime == "1", "yes", "no")
InfectedSummary$InfectionTime = factor(InfectedSummary$InfectionTime, levels = c("yes", "no"), ordered = TRUE )

# Interaction Plot
ggplot(InfectedSummary, 
       aes(x = InfectionTime, 
           y = Average.Infected.Proportion, 
           group = Beta,
           color = Beta)) + 
  geom_line() +
  geom_point() + 
  facet_grid(~ HospitalizationRate, labeller = labeller(HospitalizationRate = HospitalizationRate.labs)) +
  theme_bw() + 
  labs(y = "Average Total Infected Proportion", 
       x = "Quarantine") +
  theme(legend.position="top")
```

#### Response Variable: Maximum New Case Proportion

##### ANOVA result

```{r newcase.anova}
MaxCase.Anova = anova("MaxCaseProportion")
summary(MaxCase.Anova)
MaxCase.Lm = linear("MaxCaseProportion")
summary(MaxCase.Lm)
residual.plot(MaxCase.Anova)
```

##### Main Effects Plot

```{r newcase.main}
# Summarize main effects of each significant variable
avg.Population = result_table %>% group_by(Population) %>% summarise(Average.MaxCaseProportion = mean(MaxCaseProportion))
avg.Beta = result_table %>% group_by(Beta) %>% summarise(Average.MaxCaseProportion = mean(MaxCaseProportion))
avg.InfectionTime = result_table %>% group_by(InfectionTime) %>% summarise(Average.MaxCaseProportion = mean(MaxCaseProportion))
avg.HospitalizationRate = result_table %>% group_by(HospitalizationRate) %>% summarise(Average.MaxCaseProportion = mean(MaxCaseProportion))

avg.Population$Var = "Population"
names(avg.Population) = c("Level", "Average.MaxCaseProportion", "Var")

avg.Beta$Var = "Beta"
names(avg.Beta) = c("Level", "Average.MaxCaseProportion", "Var")

avg.HospitalizationRate$Var = "Hospitalization Rate"
names(avg.HospitalizationRate) = c("Level", "Average.MaxCaseProportion", "Var")

avg.InfectionTime$Var = "Quarantine"
names(avg.InfectionTime) = c("Level", "Average.MaxCaseProportion", "Var")
avg.InfectionTime$Level = ifelse(avg.InfectionTime$Level == "1", "yes", "no")

avg.all = rbind(avg.Population, avg.Beta, avg.HospitalizationRate, avg.InfectionTime)
avg.all$Var = swr(avg.all$Var, 20)

# Main Effect Plots
ann_text <- tribble(
  ~Var, ~Average.MaxCaseProportion, ~Level,
  #--|--|--
  "Beta", mean(result_table$MaxCaseProportion) + 0.007, "2")

ggplot(avg.all, aes(x = Level, y = Average.MaxCaseProportion, group = Var)) + 
  facet_grid(cols = vars(Var), scales = "free_x") + 
  geom_line() +
  geom_point() + 
  theme_bw() + 
  labs(y = "Average Maximum Daily New Case Proportion", x = "Variable Level") +
  geom_hline(yintercept = mean(result_table$MaxCaseProportion), linetype='dashed', col = 'blue') + 
  geom_text(data = ann_text, label = swr("Grand Average", 5), colour = 'blue', size = 3)
```

##### Interaction Effects Plot

```{r newcase.interact}
# Summarize interaction effects by all combinations of significant variables
MaxCaseSummary = result_table %>% group_by(Population, Beta, InfectionTime, HospitalizationRate) %>% summarise(Average.MaxCaseProportion = mean(MaxCaseProportion))
MaxCaseSummary$InfectionTime = ifelse(MaxCaseSummary$InfectionTime == 1, "With quarantine", "Without quarantine")
# MaxCaseSummary$InfectionTime = factor(MaxCaseSummary$InfectionTime, levels = c("yes", "no"), ordered = TRUE )

# Interaction Plot
ggplot(MaxCaseSummary, 
       aes(x = Population, 
           y = Average.MaxCaseProportion, 
           group = Beta,
           color = Beta)) + 
  geom_line() +
  geom_point() + 
  facet_grid(InfectionTime ~ HospitalizationRate, labeller = labeller(HospitalizationRate = HospitalizationRate.labs)) +
  theme_bw() + 
  labs(y = "Average Maximum Daily New Case Proportion") +
  theme(legend.position="top")
```

#### Response Variable: Max Hospitalized Proportion

##### ANOVA result

```{r hospital.anova}
MaxHospital.Anova = anova("MaxHospitalProportion")
summary(MaxHospital.Anova)
MaxHospital.Lm = linear("MaxHospitalProportion")
summary(MaxHospital.Lm)
residual.plot(MaxHospital.Anova)
```

##### Main Effects Plot

```{r hospital.main}
# Summarize main effects of each significant variable
avg.Beta = result_table %>% group_by(Beta) %>% summarise(Average.MaxHospitalProportion = mean(MaxHospitalProportion))
avg.HospitalizationRate = result_table %>% group_by(HospitalizationRate) %>% summarise(Average.MaxHospitalProportion = mean(MaxHospitalProportion))
avg.HospitalizationTime = result_table %>% group_by(HospitalizationTime) %>% summarise(Average.MaxHospitalProportion = mean(MaxHospitalProportion))
avg.InfectionTime = result_table %>% group_by(InfectionTime) %>% summarise(Average.MaxHospitalProportion = mean(MaxHospitalProportion))

avg.Beta$Var = "Beta"
names(avg.Beta) = c("Level", "Average.MaxHospitalProportion", "Var")

avg.HospitalizationRate$Var = "Hospitalization Rate"
names(avg.HospitalizationRate) = c("Level", "Average.MaxHospitalProportion", "Var")

avg.HospitalizationTime$Var = "Hospitalization Time (days)"
names(avg.HospitalizationTime) = c("Level", "Average.MaxHospitalProportion", "Var")

avg.InfectionTime$Var = "Quarantine"
names(avg.InfectionTime) = c("Level", "Average.MaxHospitalProportion", "Var")
avg.InfectionTime$Level = ifelse(avg.InfectionTime$Level == "1", "yes", "no")

avg.all = rbind(avg.Beta, avg.HospitalizationRate, avg.InfectionTime, avg.HospitalizationTime)
avg.all$Var = swr(avg.all$Var, 20)

# Main Effect Plots
ann_text <- tribble(
  ~Var, ~Average.MaxHospitalProportion, ~Level,
  #--|--|--
  "Beta", mean(result_table$MaxHospitalProportion) + 0.003, "2")

ggplot(avg.all, aes(x = Level, y = Average.MaxHospitalProportion, group = Var)) + 
  facet_grid(cols = vars(Var), scales = "free_x") + 
  geom_line() +
  geom_point() + 
  theme_bw() + 
  labs(y = "Average Maximum Daily Hospitalization Proportion", x = "Variable Level") +
  geom_hline(yintercept = mean(result_table$MaxHospitalProportion), linetype='dashed', col = 'blue') + 
  geom_text(data = ann_text, label = swr("Grand Average", 5), colour = 'blue', size = 3)
```

##### Interaction Effects Plot

```{r hospital.interact}
# Summarize interaction effects by all combinations of significant variables
MaxHospitalSummary = result_table %>% group_by(Beta, InfectionTime, HospitalizationRate, HospitalizationTime) %>% summarise(Average.MaxHospitalProportion = mean(MaxHospitalProportion))
MaxHospitalSummary$InfectionTime = ifelse(MaxHospitalSummary$InfectionTime == 1, "With quarantine", "Without quarantine")

# Interaction Plot
ggplot(MaxHospitalSummary, 
       aes(x = HospitalizationTime, 
           y = Average.MaxHospitalProportion, 
           group = Beta,
           color = Beta)) + 
  geom_line() +
  geom_point() + 
  facet_grid(InfectionTime ~ HospitalizationRate, labeller = labeller(HospitalizationRate = HospitalizationRate.labs)) +
  theme_bw() + 
  labs(y = "Average Maximum Daily Hospitalization Proportion") +
  theme(legend.position="top")
```