image Según Gotelli & Ellison (2013)

Ejemplos

===============================================

Regresión

Import data

Explore

modelo

respuesta -> species
predictora -> latitude

ggplot

===============================================

ANDEVA

Explore

modelo
respuesta -> species
predictora -> group

===============================================

Análisis de Frecuencias (tablas de contingencia)

Import Data

Explore

modelo

respuesta -> origen
predictora -> edad

============================================================== ### Regresión logística #### Import Data

Explore

modelo respuesta -> fever predictora -> Pulse

RL ggplot

===============================================

Cuadro de Gotelli

image Según Gotelli & Ellison (2013)

Referencias

---
title: "Cuatro diseños"
output: html_notebook
---


```{r echo=FALSE,message=FALSE, results=FALSE}
if(!require(googlesheets4)){install.packages("googlesheets4")}
if(!require(AICcmodavg)){install.packages("AICcmodavg")}
if(!require(tidyverse)){install.packages("tidyverse")}
if(!require(DescTools)){install.packages("DescTools")}
if(!require(car)){install.packages("car")}
if(!require(lme4)){install.packages("lme4")}
if(!require(gridExtra)){install.packages("gridExtra")}
#
library(gridExtra)
library(googlesheets4)
library(AICcmodavg)
library(tidyverse)
library(DescTools)
library(car)
library(lme4)
```  

```{r setup, echo=FALSE, message=FALSE , results='hide', include=FALSE}
knitr::opts_chunk$set(
  echo = FALSE,
	message = FALSE,
  warning = FALSE,
	include = TRUE
)
```


  
![image](C:/Users/fvill/My Drive/Est_Bas_Aplicada_2025/figures/Gotelli_2013_4designs.png) 
Según Gotelli & Ellison (2013)   

### Ejemplos

===============================================  

### ***Regresión***
#### Import data
```{r message=FALSE}
ss="https://docs.google.com/spreadsheets/d/19M6JdyjWeuvFOMRKsHNz28BKC5CkKsp4GUMwhh9Dc7o/edit?usp=sharing"
hoja="Hoja1"
rango="A1:E18"
latsp <- data.frame(read_sheet(ss=ss,
               sheet=hoja,
               range=rango,
               col_names = TRUE,
               na= "NA")
               )
latsp$group <- factor(latsp$group)
```  

#### Explore  

***modelo***  

respuesta -> `species`  
predictora -> `latitude`  
```{r}
latsp <- as_tibble(latsp)
latsp <- latsp %>%
  mutate_if(is.character, as.factor)
latsp

# ggplot
regresion <- ggplot(data= latsp, aes(x=latitude, y= species)) +
  geom_point(size=2)
regresion
``` 

```{r include=FALSE}
reg1 <- lm(data=latsp, species ~ latitude)
summary(reg1)
```  

#### ggplot  
```{r message=FALSE}
regresion <- ggplot(data= latsp, aes(x=latitude, y= species, col=)) +
  geom_point(size=2) + 
  geom_smooth(method="lm")
regresion
```  

===============================================  

### ***ANDEVA***  

#### Explore  

***modelo***  
respuesta -> `species`  
predictora -> `group`  
```{r include=TRUE}
latsp
# ggplot
andeva <- ggplot(data= latsp, 
       aes(x=group, y= species)) +
#  geom_boxplot(aes(col=group), alpha = 0.02,
 #              varwidth = FALSE) +
  geom_violin(aes(col=group ), alpha = 0.02, 
              lwd =1) +
  geom_point(size=2, col=1,
             position = position_jitter(width=0.1, height=0)) +
  geom_hline(yintercept = mean(latsp$species), lty="dashed", lwd=1) +
  stat_summary(aes(col= group),
               geom = "errorbar", width= 0.1, 
               lwd = 1,
               fun.data = "mean_cl_normal",
               )
andeva 
``` 


```{r include=FALSE}
aov1 <- aov(data=latsp, species ~ group)
summary(aov1)
```  


```{r include=FALSE}
y= latsp$species
binwidth=4
ggplot(data=latsp, aes(x=y)) + geom_histogram(aes(y=..density..), binwidth=binwidth,colour="black", fill="white") + geom_density(alpha=.2, fill="#FF6666")
```  


```{r include=FALSE}
shapiro.test(latsp$species)
shapiro.test(reg1$residuals)
leveneTest(aov1)
```  

===============================================  

### ***Análisis de Frecuencias (tablas de contingencia)***  

#### Import Data  
```{r}
ss="https://docs.google.com/spreadsheets/d/1kIgCgIhcP1y1xbTYyzdlJm8ad_rjUY7qChfQF5vY0B0/edit?usp=sharing"
hoja="Sheet3"
rango="A2:C5"
dogs <- read_sheet(ss=ss,
               sheet=hoja,
               range=rango,
               col_names = TRUE,
               na= "NA"
               )
dogs$total <- dogs$imig+dogs$local
dogs$Pr.imig <- dogs$imig/dogs$total
obs <- cbind(dogs$imig, dogs$local)
```  

#### Explore  

***modelo***  

respuesta -> `origen`  
predictora -> `edad`  
```{r}
dogs
# ggplot
pr.gen <- sum(dogs$imig)/sum(dogs$total)
tc <- ggplot(data= dogs, 
       aes(x=edad, y= Pr.imig, fill=edad)) +
  geom_col() + 
  geom_hline(yintercept = pr.gen, lty="dashed", lwd=1) +
  ylim(0,0.8)
tc
``` 

```{r message=FALSE, include=FALSE}
chi2 <- chisq.test(obs)
chi2
chi2$stdres
```  


```{r include=FALSE}
chi2$expected
dogs[, c(2,3)]
```  

==============================================================
### ***Regresión logística***
#### Import Data
```{r}
ss="https://docs.google.com/spreadsheets/d/19M6JdyjWeuvFOMRKsHNz28BKC5CkKsp4GUMwhh9Dc7o/edit?usp=sharing"
hoja="Hoja3"
rango="A1:D32"
fever <- data.frame(read_sheet(ss=ss,
               sheet=hoja,
               range=rango,
               col_names = TRUE,
               na= "NA")
               )
fever <- fever %>%
  mutate_if(is.character, as.factor)
as_tibble(fever)
```  
#### Explore
***modelo***
respuesta -> `fever`
predictora -> `Pulse`
```{r}
fever
# ggplot
ggplot(data= fever, 
       aes(x=Pulse, y= fever)) +
  geom_point(size=2, col=6,
             position = position_jitter(width=0.02, height=0.02)) +
  geom_hline(yintercept = 0.5, lty="dashed", lwd=0.6)
``` 


```{r include=FALSE}
reglog <- glm(data=fever, 
              fever ~ Pulse, 
              family= binomial)
summary(reglog)
```  

### RL ggplot
```{r}
rl <- ggplot(data= fever, 
       aes(x=Pulse, y= fever)) +
  geom_point(size=2, col=6,
             position = position_jitter(width=0.1, height=0.02)) +
  geom_hline(yintercept = 0.5, lty="dashed", lwd=0.6) +
  geom_smooth(method="glm",method.args=list(family=binomial))
rl
```  

===============================================  

## ***Cuadro de Gotelli***
```{r fig.width= 10}
regresion <- regresion + labs(title = "Regresión")
andeva <- andeva + labs(title = "ANDEVA")
rl <- rl + labs(title = "Regresión Logística")
tc <- tc + labs(title = "Tablas de Contingencia")

gridExtra::grid.arrange(regresion, andeva, rl, tc, nrow=2 )
```  
  
![image](C:/Users/fvill/My Drive/Est_Bas_Aplicada_2025/figures/Gotelli_2013_4designs.png) 
Según Gotelli & Ellison (2013)   


## ***Referencias***
- Gotelli, N. J., & Ellison, M. (2013). A Primer of Ecological Statistics (2nd Editio). Sinauer Associates, Inc.

