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diff --git a/.gitignore b/.gitignore
@@ -28,8 +28,8 @@ vignettes/*.pdf
 .httr-oauth
 
 # knitr and R markdown default cache directories
-*_cache/
-/cache/
+#*_cache/
+#/cache/
 
 # Temporary files created by R markdown
 *.utf8.md

diff --git a/_bookdown_files/GAMLSS_Gustavo_cache/epub3/__packages b/_bookdown_files/GAMLSS_Gustavo_cache/epub3/__packages
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diff --git a/_bookdown_files/GAMLSS_Gustavo_cache/latex/__packages b/_bookdown_files/GAMLSS_Gustavo_cache/latex/__packages
@@ -0,0 +1,7 @@
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diff --git a/docs/404.html b/docs/404.html
@@ -1,16 +1,16 @@
 <!DOCTYPE html>
-<html lang="" xml:lang="">
+<html lang="PT-br" xml:lang="PT-br">
 <head>
 
   <meta charset="utf-8" />
   <meta http-equiv="X-UA-Compatible" content="IE=edge" />
-  <title>Page not found | GAMLSS</title>
+  <title>Page not found | Introdução ao GAMLSS</title>
   <meta name="description" content="<p>This is a minimal example of using the bookdown package to write a book.
 The HTML output format for this example is bookdown::gitbook,
 set in the _output.yml file.</p>" />
   <meta name="generator" content="bookdown 0.32 and GitBook 2.6.7" />
 
-  <meta property="og:title" content="Page not found | GAMLSS" />
+  <meta property="og:title" content="Page not found | Introdução ao GAMLSS" />
   <meta property="og:type" content="book" />
 
   <meta property="og:description" content="<p>This is a minimal example of using the bookdown package to write a book.
@@ -19,7 +19,7 @@
   <meta name="github-repo" content="rstudio/bookdown-demo" />
 
   <meta name="twitter:card" content="summary" />
-  <meta name="twitter:title" content="Page not found | GAMLSS" />
+  <meta name="twitter:title" content="Page not found | Introdução ao GAMLSS" />
 
   <meta name="twitter:description" content="<p>This is a minimal example of using the bookdown package to write a book.
 The HTML output format for this example is bookdown::gitbook,
@@ -29,7 +29,7 @@
 <meta name="author" content="Gustavo Thomas e Cristian Villegas" />
 
 
-<meta name="date" content="2023-03-13" />
+<meta name="date" content="2023-03-14" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1" />
   <meta name="apple-mobile-web-app-capable" content="yes" />
@@ -142,7 +142,11 @@
 <li><a href="./">A Minimal Book Example</a></li>
 
 <li class="divider"></li>
-<li class="chapter" data-level="1" data-path=""><a href="#introdução"><i class="fa fa-check"></i><b>1</b> Introdução</a></li>
+<li class="chapter" data-level="1" data-path=""><a href="#introdução"><i class="fa fa-check"></i><b>1</b> Introdução</a>
+<ul>
+<li class="chapter" data-level="1.1" data-path=""><a href="#exercises-chapter-1"><i class="fa fa-check"></i><b>1.1</b> exercises Chapter 1</a></li>
+<li class="chapter" data-level="1.2" data-path=""><a href="#gamlss.demo"><i class="fa fa-check"></i><b>1.2</b> gamlss.demo()</a></li>
+</ul></li>
 <li class="divider"></li>
 <li><a href="https://github.com/rstudio/bookdown" target="blank">Published with bookdown</a></li>
 
@@ -155,7 +159,7 @@
       <div class="body-inner">
         <div class="book-header" role="navigation">
           <h1>
-            <i class="fa fa-circle-o-notch fa-spin"></i><a href="./">GAMLSS</a>
+            <i class="fa fa-circle-o-notch fa-spin"></i><a href="./">Introdução ao GAMLSS</a>
           </h1>
         </div>
 

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diff --git a/docs/GAMLSS_Gustavo_files/figure-html/unnamed-chunk-4-7.png b/docs/GAMLSS_Gustavo_files/figure-html/unnamed-chunk-4-7.png
diff --git a/docs/index.html b/docs/index.html
diff --git a/docs/reference-keys.txt b/docs/reference-keys.txt
@@ -1 +1,3 @@
 introdução
+exercises-chapter-1
+gamlss.demo
diff --git a/docs/search_index.json b/docs/search_index.json
diff --git a/index.Rmd b/index.Rmd
@@ -1,5 +1,6 @@
 --- 
-title: "GAMLSS"
+lang: "PT-br"
+title: "Introdução ao GAMLSS"
 author: "Gustavo Thomas e Cristian Villegas"
 date: "`r Sys.Date()`"
 site: bookdown::bookdown_site
@@ -15,6 +16,14 @@ link-citations: yes
 github-repo: rstudio/bookdown-demo
 ---
 
+
+```{r, echo=FALSE}
+knitr::opts_chunk$set(message = FALSE,
+                      warning = TRUE,
+                      cache = TRUE)
+```
+
+
 # Introdução
 
 
@@ -30,7 +39,7 @@ plot(R~H, data=rent, col=gray(0.7), pch=15, cex=0.5)
 plot(R~loc, data=rent, col=gray(0.7), pch=15, cex=0.5) 
 ```
 
-```{r, eval=FALSE}
+```{r}
 par(PPP)
 # ----eval=FALSE----------------------------------------------------------
 ## R ~ Fl+A+H+loc
@@ -39,11 +48,13 @@ r1 <-  gamlss(R ~ Fl+A+H+loc, family=NO,  data=rent, trace=FALSE)
 l1 <- lm(R ~ Fl+A+H+loc,data=rent)
 coef(r1)
 coef(l1)
-## ----tidy=TRUE, tidy.opts=list(width=60)---------------------------------
+```
+
+
+```{r, tidy=TRUE, tidy.opts=list(width=60)}
 fitted(r1, "sigma")[1]
 summary(r1)
 
-## ------------------------------------------------------------------------
 Rsq(r1)
 
 ## ----LM_residual_plot,echo=TRUE,fig.show='hide', fig.asp=1---------------
@@ -114,62 +125,54 @@ r7 <-  gamlss(R ~ pb(Fl)+pb(A)+H+loc,sigma.fo=~pb(Fl)+pb(A)+H+loc,
               trace=FALSE)
 
 AIC(r4, r6, r7)
-
 ## ----WP_BCCG1_CH1, echo=TRUE, fig.show='hide', fig.asp=1-----------------
 wp(r6, ylim.all=.6) ;  title("r6: BCCG(mu, sigma)")
 wp(r7, ylim.all=.6) ;  title("r7:  BCCG(mu, sigma, nu)")
+```
 
-## ----eval=FALSE----------------------------------------------------------
 ##  exercises   Chapter 1
-##-------------------------------------------------------------------------
+
+```{r, eval=FALSE}
 ## data(airquality)
 ## plot(airquality[,-c(5,6)])
 
-## ----eval=FALSE----------------------------------------------------------
 ## # Fit the standard linear model
 ## air.lm <- lm(Ozone~Temp+Wind+Solar.R,data=airquality)
 ## summary(air.lm)
 
-## ----eval=FALSE----------------------------------------------------------
 ## op<-par(mfrow=c(1,3))
 ## termplot(air.lm,partial.resid=TRUE,se=T)
 ## par(op)
 
-## ----eval=FALSE----------------------------------------------------------
 ## op<-par(mfrow=c(1,2))
 ## plot(air.lm,which=1:2)
 ## par(op)
 
-## ----eval=FALSE----------------------------------------------------------
 ## library(gamlss)
 ## da <- na.omit(airquality)  # clear the data of NA's
 ## mno<-gamlss(Ozone~Temp+Wind+Solar.R, data=da)  # fit the model
 ## summary(mno)
 
-## ----eval=FALSE----------------------------------------------------------
 ## term.plot(mno, pages=1, partial=T)  # plot the fitted terms
 
-## ----eval=FALSE----------------------------------------------------------
 ## plot(mno)
 ## wp(mno)
 
-## ----eval=FALSE----------------------------------------------------------
 ## # fit different distributions
 ## mga <- gamlss(Ozone~Temp+Wind+Solar.R, data=da, family=GA)
 ## mig <- gamlss(Ozone~Temp+Wind+Solar.R, data=da, family=IG)
 ## mbccg <- gamlss(Ozone~Temp+Wind+Solar.R, data=da, family=BCCGo)
 ## GAIC(mno, mga, mig, mbccg)
 
-## ----eval=FALSE----------------------------------------------------------
 ## # fit smoothers
 ## mga1=gamlss(Ozone~pb(Temp)+pb(Wind)+pb(Solar.R),data=da,
 ##             family=GA)
 ## term.plot(mga1, pages=1)
 ## plot(mga1)
 ## wp(mga1)
-#-----------------
 ```
 
+## gamlss.demo()
 
 ```{r, eval=FALSE}
 #install.packages("gamlss.demo", dep=TRUE)
@@ -203,3 +206,4 @@ gamlss.demo()
 
 ```
 
+