diff --git a/.Rhistory b/.Rhistory
index e2588b6..f632313 100644
--- a/.Rhistory
+++ b/.Rhistory
@@ -46,3 +46,9 @@
 library(posterdown)
 library(posterdown)
 library(posterdown)
+library(posterdown)
+library(posterdown)
+library(posterdown)
+library(posterdown)
+library(posterdown)
+library(posterdown)
diff --git a/.Rproj.user/5271889B/pcs/source-pane.pper b/.Rproj.user/5271889B/pcs/source-pane.pper
index 1743e40..70829f6 100644
--- a/.Rproj.user/5271889B/pcs/source-pane.pper
+++ b/.Rproj.user/5271889B/pcs/source-pane.pper
@@ -1,3 +1,3 @@
 {
-    "activeTab" : 0
+    "activeTab" : 1
 }
\ No newline at end of file
diff --git a/.Rproj.user/5271889B/persistent-state b/.Rproj.user/5271889B/persistent-state
index 2cdcc7c..9c4e973 100644
--- a/.Rproj.user/5271889B/persistent-state
+++ b/.Rproj.user/5271889B/persistent-state
@@ -1,8 +1,8 @@
 build-last-errors="[]"
-build-last-errors-base-dir=""
-build-last-outputs="[]"
+build-last-errors-base-dir="~/GitHub/posterdown/"
+build-last-outputs="[{\"output\":\"==> devtools::document(roclets=c('rd', 'collate', 'namespace'))\\n\\n\",\"type\":0},{\"output\":\"Updating posterdown documentation\\r\\n\",\"type\":2},{\"output\":\"Writing NAMESPACE\\r\\n\",\"type\":1},{\"output\":\"Loading posterdown\\r\\n\",\"type\":2},{\"output\":\"Writing NAMESPACE\\r\\n\",\"type\":1},{\"output\":\"Documentation completed\\n\\n\",\"type\":1},{\"output\":\"==> Rcmd.exe INSTALL --preclean --no-multiarch --with-keep.source posterdown\\n\\n\",\"type\":0},{\"output\":\"* installing to library 'C:/Users/Brent Thorne/Documents/R/win-library/3.5'\\r\\n\",\"type\":1},{\"output\":\"* installing *source* package 'posterdown' ...\\r\\n\",\"type\":1},{\"output\":\"\",\"type\":1},{\"output\":\"** R\\r\\n\",\"type\":1},{\"output\":\"\",\"type\":1},{\"output\":\"** inst\\r\\n\",\"type\":1},{\"output\":\"\",\"type\":1},{\"output\":\"** byte-compile and prepare package for lazy loading\\r\\n\",\"type\":1},{\"output\":\"\",\"type\":1},{\"output\":\"** help\\r\\n\",\"type\":1},{\"output\":\"\",\"type\":1},{\"output\":\"  converting help for package 'posterdown'\\r\\n\",\"type\":1},{\"output\":\"\",\"type\":1},{\"output\":\"*** installing help indices\\r\\n\",\"type\":1},{\"output\":\"    finding HTML links ...\",\"type\":1},{\"output\":\"    posterdown                              html  \\r\\n\",\"type\":1},{\"output\":\"    posterdown_generic                      html  \\r\\n\",\"type\":1},{\"output\":\"    posterdown_memoir                       html  \\r\\n\",\"type\":1},{\"output\":\"\",\"type\":1},{\"output\":\" done\\r\\n\",\"type\":1},{\"output\":\"** building package indices\\r\\n\",\"type\":1},{\"output\":\"\",\"type\":1},{\"output\":\"** testing if installed package can be loaded\\r\\n\",\"type\":1},{\"output\":\"\",\"type\":1},{\"output\":\"* DONE (posterdown)\\r\\n\",\"type\":1},{\"output\":\"\",\"type\":1},{\"output\":\"In R CMD INSTALL\\r\\n\",\"type\":1},{\"output\":\"\",\"type\":1}]"
 compile_pdf_state="{\"errors\":[],\"output\":\"\",\"running\":false,\"tab_visible\":false,\"target_file\":\"\"}"
 files.monitored-path=""
 find-in-files-state="{\"handle\":\"\",\"input\":\"\",\"path\":\"\",\"regex\":true,\"results\":{\"file\":[],\"line\":[],\"lineValue\":[],\"matchOff\":[],\"matchOn\":[]},\"running\":false}"
-imageDirtyState="0"
-saveActionState="0"
+imageDirtyState="1"
+saveActionState="-1"
diff --git a/.Rproj.user/5271889B/rmd-outputs b/.Rproj.user/5271889B/rmd-outputs
index 6f2e5a4..4ce2634 100644
--- a/.Rproj.user/5271889B/rmd-outputs
+++ b/.Rproj.user/5271889B/rmd-outputs
@@ -1,4 +1,4 @@
-C:/Users/Brent Thorne/Desktop/Memoir_Test/Memoir_Test.pdf
+~/GitHub/posterdown/inst/rmarkdown/templates/posterdown_memoir/skeleton/skeleton.pdf
 ~/GitHub/posterdown/inst/rmarkdown/templates/posterdown_memoir/skeleton/skeleton.pdf
 ~/GitHub/posterdown/inst/rmarkdown/templates/posterdown_memoir/skeleton/skeleton.pdf
 ~/GitHub/posterdown/inst/rmarkdown/templates/posterdown_memoir/skeleton/skeleton.pdf
diff --git a/.Rproj.user/5271889B/sources/s-2A60C904/1A4D3B2A b/.Rproj.user/5271889B/sources/per/t/1A4D3B2A
similarity index 74%
rename from .Rproj.user/5271889B/sources/s-2A60C904/1A4D3B2A
rename to .Rproj.user/5271889B/sources/per/t/1A4D3B2A
index 568dfb7..078ef55 100644
--- a/.Rproj.user/5271889B/sources/s-2A60C904/1A4D3B2A
+++ b/.Rproj.user/5271889B/sources/per/t/1A4D3B2A
@@ -5,15 +5,15 @@
     "dirty" : false,
     "encoding" : "UTF-8",
     "folds" : "",
-    "hash" : "0",
+    "hash" : "1591250290",
     "id" : "1A4D3B2A",
-    "lastKnownWriteTime" : 1543863272,
-    "last_content_update" : 1543863272266,
+    "lastKnownWriteTime" : 1543865645,
+    "last_content_update" : 1543865645732,
     "path" : "~/GitHub/posterdown/inst/rmarkdown/templates/posterdown_memoir/resources/template.tex",
     "project_path" : "inst/rmarkdown/templates/posterdown_memoir/resources/template.tex",
     "properties" : {
-        "cursorPosition" : "9,33",
-        "scrollLine" : "4"
+        "cursorPosition" : "41,0",
+        "scrollLine" : "24"
     },
     "relative_order" : 1,
     "source_on_save" : false,
diff --git a/.Rproj.user/5271889B/sources/s-2A60C904/1A4D3B2A-contents b/.Rproj.user/5271889B/sources/per/t/1A4D3B2A-contents
similarity index 67%
rename from .Rproj.user/5271889B/sources/s-2A60C904/1A4D3B2A-contents
rename to .Rproj.user/5271889B/sources/per/t/1A4D3B2A-contents
index 9e043f5..04f24b2 100644
--- a/.Rproj.user/5271889B/sources/s-2A60C904/1A4D3B2A-contents
+++ b/.Rproj.user/5271889B/sources/per/t/1A4D3B2A-contents
@@ -4,7 +4,22 @@
 
 %utf-8 seems to be important
 \usepackage[utf8]{inputenc}
+\usepackage[T1]{fontenc}
+\usepackage{palatino}
 \usepackage{multicol}
+\usepackage{graphicx}
+
+% this is for keeping figures within the coloumns ----
+\usepackage{nonfloat}
+
+\newcommand\myfigure[1]{%
+\medskip\noindent\begin{minipage}{\columnwidth}
+\centering%
+#1%
+%figure,caption, and label go here
+\end{minipage}\medskip}
+%-----------------------------------------------------
+
 
 %define poster size
 \usepackage[paperwidth=45in,paperheight=38in, text={7in,10in},centering, margin=1in]{geometry}
diff --git a/.Rproj.user/5271889B/sources/per/t/E39F9FCD b/.Rproj.user/5271889B/sources/per/t/E39F9FCD
new file mode 100644
index 0000000..4c62ebe
--- /dev/null
+++ b/.Rproj.user/5271889B/sources/per/t/E39F9FCD
@@ -0,0 +1,22 @@
+{
+    "collab_server" : "",
+    "contents" : "",
+    "created" : 1543865115135.000,
+    "dirty" : false,
+    "encoding" : "UTF-8",
+    "folds" : "",
+    "hash" : "2230989947",
+    "id" : "E39F9FCD",
+    "lastKnownWriteTime" : 1543867203,
+    "last_content_update" : 1543867203675,
+    "path" : "~/GitHub/posterdown/inst/rmarkdown/templates/posterdown_memoir/skeleton/skeleton.Rmd",
+    "project_path" : "inst/rmarkdown/templates/posterdown_memoir/skeleton/skeleton.Rmd",
+    "properties" : {
+        "cursorPosition" : "51,370",
+        "scrollLine" : "41"
+    },
+    "relative_order" : 2,
+    "source_on_save" : false,
+    "source_window" : "",
+    "type" : "r_markdown"
+}
\ No newline at end of file
diff --git a/.Rproj.user/5271889B/sources/per/t/E39F9FCD-contents b/.Rproj.user/5271889B/sources/per/t/E39F9FCD-contents
new file mode 100644
index 0000000..089d903
--- /dev/null
+++ b/.Rproj.user/5271889B/sources/per/t/E39F9FCD-contents
@@ -0,0 +1,56 @@
+---
+title: 'My Wonderfull title'
+author: "Brent Thorne"
+date: 'December 2018'
+output: posterdown::posterdown_memoir
+header-includes:
+- \usepackage{float}
+- \floatplacement{figure}{H}
+---
+
+```{r, include=FALSE}
+knitr::opts_chunk$set(echo = FALSE, results = 'asis', warning = FALSE, message = FALSE, fig.height = 3, fig.width = 3, dev='cairo_pdf')
+```
+
+### Introduction
+
+Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Phasellus vestibulum lorem sed risus ultricies tristique nulla. Mauris vitae ultricies leo integer malesuada nunc vel risus commodo. Suspendisse potenti nullam ac tortor vitae. Enim nunc faucibus a pellentesque sit amet porttitor eget. Lacinia quis vel eros donec ac odio tempor. Vel quam elementum pulvinar etiam non quam lacus suspendisse. Nec tincidunt praesent semper feugiat nibh sed pulvinar. Neque ornare aenean euismod elementum. Vel fringilla est ullamcorper eget nulla. Sollicitudin aliquam ultrices sagittis orci a. Maecenas accumsan lacus vel facilisis volutpat est velit. Sed sed risus pretium quam vulputate dignissim. Convallis posuere morbi leo urna molestie. Cursus vitae congue mauris rhoncus. Vitae ultricies leo integer malesuada nunc. Est lorem ipsum dolor sit amet consectetur adipiscing. Enim sit amet venenatis urna cursus eget nunc.
+
+```{r, out.width='80%', fig.align='center'}
+
+knitr::include_graphics('Figures/figure1_map.pdf')
+
+```
+
+### Objectives
+
+1. Here is my first obective.
+2. Here is my second objective.
+3. Finally, my third objective.
+
+
+### Methods
+
+Elementum facilisis leo vel fringilla est ullamcorper eget nulla. Vitae congue eu consequat ac felis donec et. Morbi tincidunt ornare massa eget. Iaculis nunc sed augue lacus viverra vitae congue eu. Donec massa sapien faucibus et molestie. Neque egestas congue quisque egestas diam. Lectus quam id leo in vitae turpis massa. Sodales ut etiam sit amet. Posuere lorem ipsum dolor sit amet consectetur. Ullamcorper dignissim cras tincidunt lobortis feugiat vivamus. Amet commodo nulla facilisi nullam vehicula ipsum. Magna ac placerat vestibulum lectus mauris ultrices eros. Sodales ut eu sem integer vitae justo eget magna. Malesuada bibendum arcu vitae elementum.
+
+```
+plot(rnorm(10))
+
+```
+
+### Results
+
+Sagittis purus sit amet volutpat consequat mauris. Lobortis mattis aliquam faucibus purus. Libero enim sed faucibus turpis in eu. Massa placerat duis ultricies lacus sed turpis tincidunt id. Arcu dictum varius duis at consectetur lorem done.
+
+```{r, out.width='80%', fig.align='center'}
+
+knitr::include_graphics('Figures/figure2.pdf')
+
+```
+
+
+Pellentesque habitant morbi tristique senectus et netus. Magnis dis parturient montes nascetur ridiculus mus mauris vitae ultricies. Nibh nisl condimentum id venenatis. Lorem ipsum dolor sit amet consectetur adipiscing elit duis. Eget aliquet nibh praesent tristique magna sit amet purus. Orci phasellus egestas tellus rutrum. Mauris cursus mattis molestie a. Amet cursus sit amet dictum sit. Tellus id interdum velit laoreet. Tortor at risus viverra adipiscing. Ullamcorper malesuada proin libero nunc. Elit ullamcorper dignissim cras tincidunt lobortis feugiat vivamus. Eget dolor morbi non arcu risus quis. Pulvinar pellentesque habitant morbi tristique senectus.
+
+
+
+
diff --git a/.Rproj.user/5271889B/sources/prop/C83A0241 b/.Rproj.user/5271889B/sources/prop/C83A0241
new file mode 100644
index 0000000..6e197a1
--- /dev/null
+++ b/.Rproj.user/5271889B/sources/prop/C83A0241
@@ -0,0 +1,4 @@
+{
+    "cursorPosition" : "9,554",
+    "scrollLine" : "0"
+}
\ No newline at end of file
diff --git a/.Rproj.user/5271889B/sources/prop/FA5E3F8 b/.Rproj.user/5271889B/sources/prop/FA5E3F8
index aabc84d..260cd54 100644
--- a/.Rproj.user/5271889B/sources/prop/FA5E3F8
+++ b/.Rproj.user/5271889B/sources/prop/FA5E3F8
@@ -1,4 +1,4 @@
 {
-    "cursorPosition" : "9,156",
-    "scrollLine" : "0"
+    "cursorPosition" : "51,370",
+    "scrollLine" : "41"
 }
\ No newline at end of file
diff --git a/.Rproj.user/5271889B/sources/prop/FDA71E49 b/.Rproj.user/5271889B/sources/prop/FDA71E49
index f82887d..58f0efc 100644
--- a/.Rproj.user/5271889B/sources/prop/FDA71E49
+++ b/.Rproj.user/5271889B/sources/prop/FDA71E49
@@ -1,4 +1,4 @@
 {
-    "cursorPosition" : "9,33",
-    "scrollLine" : "4"
+    "cursorPosition" : "41,0",
+    "scrollLine" : "24"
 }
\ No newline at end of file
diff --git a/.Rproj.user/5271889B/sources/prop/INDEX b/.Rproj.user/5271889B/sources/prop/INDEX
index 238a8ed..102f761 100644
--- a/.Rproj.user/5271889B/sources/prop/INDEX
+++ b/.Rproj.user/5271889B/sources/prop/INDEX
@@ -1,3 +1,4 @@
+C%3A%2FUsers%2FBrent%20Thorne%2FDesktop%2FMemoir_Test%2FMemoir_Test.Rmd="C83A0241"
 C%3A%2FUsers%2FBrent%20Thorne%2FDesktop%2Fposterdowntest%2FCOOOOL%2FCOOOOL.Rmd="5E7A2615"
 C%3A%2FUsers%2FBrent%20Thorne%2FDesktop%2Fposterdowntest%2FCOOOOL%2Fskeleton.tex="8AF15F0B"
 C%3A%2FUsers%2FBrent%20Thorne%2FDesktop%2Fposterdowntest%2FUntitled%2FUntitled.Rmd="509D35B4"
diff --git a/.Rproj.user/5271889B/sources/s-2A60C904/lock_file b/.Rproj.user/5271889B/sources/s-2A60C904/lock_file
deleted file mode 100644
index e69de29..0000000
--- a/.Rproj.user/5271889B/sources/s-2A60C904/lock_file
+++ /dev/null
diff --git a/.Rproj.user/shared/notebooks/7893D31E-skeleton/1/5271889B2A60C904/chunks.json b/.Rproj.user/shared/notebooks/7893D31E-skeleton/1/5271889B2A60C904/chunks.json
new file mode 100644
index 0000000..d766bf5
--- /dev/null
+++ b/.Rproj.user/shared/notebooks/7893D31E-skeleton/1/5271889B2A60C904/chunks.json
@@ -0,0 +1 @@
+{"chunk_definitions":[],"doc_write_time":1543865123}
\ No newline at end of file
diff --git a/.Rproj.user/shared/notebooks/7893D31E-skeleton/1/s/chunks.json b/.Rproj.user/shared/notebooks/7893D31E-skeleton/1/s/chunks.json
index 5a754d1..d766bf5 100644
--- a/.Rproj.user/shared/notebooks/7893D31E-skeleton/1/s/chunks.json
+++ b/.Rproj.user/shared/notebooks/7893D31E-skeleton/1/s/chunks.json
@@ -1 +1 @@
-{"chunk_definitions":[],"doc_write_time":1543861822}
\ No newline at end of file
+{"chunk_definitions":[],"doc_write_time":1543865123}
\ No newline at end of file
diff --git a/.Rproj.user/shared/notebooks/paths b/.Rproj.user/shared/notebooks/paths
index ec913b2..2e174eb 100644
--- a/.Rproj.user/shared/notebooks/paths
+++ b/.Rproj.user/shared/notebooks/paths
@@ -1,3 +1,4 @@
+C:/Users/Brent Thorne/Desktop/Memoir_Test/Memoir_Test.Rmd="C39F3589"
 C:/Users/Brent Thorne/Desktop/testLaTeX/TestingMarkdown.Rmd="3C8043DD"
 C:/Users/Brent Thorne/Desktop/testLaTeX/brentsPosterLayout.tex="23B73939"
 C:/Users/Brent Thorne/Desktop/testLaTeX/tixposter.tex="57E04970"
diff --git a/inst/rmarkdown/templates/posterdown_memoir/resources/template.tex b/inst/rmarkdown/templates/posterdown_memoir/resources/template.tex
index 9e043f5..04f24b2 100644
--- a/inst/rmarkdown/templates/posterdown_memoir/resources/template.tex
+++ b/inst/rmarkdown/templates/posterdown_memoir/resources/template.tex
@@ -4,7 +4,22 @@
 
 %utf-8 seems to be important
 \usepackage[utf8]{inputenc}
+\usepackage[T1]{fontenc}
+\usepackage{palatino}
 \usepackage{multicol}
+\usepackage{graphicx}
+
+% this is for keeping figures within the coloumns ----
+\usepackage{nonfloat}
+
+\newcommand\myfigure[1]{%
+\medskip\noindent\begin{minipage}{\columnwidth}
+\centering%
+#1%
+%figure,caption, and label go here
+\end{minipage}\medskip}
+%-----------------------------------------------------
+
 
 %define poster size
 \usepackage[paperwidth=45in,paperheight=38in, text={7in,10in},centering, margin=1in]{geometry}
diff --git a/inst/rmarkdown/templates/posterdown_memoir/skeleton/Figures/figure1_map.pdf b/inst/rmarkdown/templates/posterdown_memoir/skeleton/Figures/figure1_map.pdf
new file mode 100644
index 0000000..f282986
--- /dev/null
+++ b/inst/rmarkdown/templates/posterdown_memoir/skeleton/Figures/figure1_map.pdf
Binary files differ
diff --git a/inst/rmarkdown/templates/posterdown_memoir/skeleton/Figures/figure2.pdf b/inst/rmarkdown/templates/posterdown_memoir/skeleton/Figures/figure2.pdf
new file mode 100644
index 0000000..b58a47e
--- /dev/null
+++ b/inst/rmarkdown/templates/posterdown_memoir/skeleton/Figures/figure2.pdf
Binary files differ
diff --git a/inst/rmarkdown/templates/posterdown_memoir/skeleton/skeleton.Rmd b/inst/rmarkdown/templates/posterdown_memoir/skeleton/skeleton.Rmd
index 94102d4..089d903 100644
--- a/inst/rmarkdown/templates/posterdown_memoir/skeleton/skeleton.Rmd
+++ b/inst/rmarkdown/templates/posterdown_memoir/skeleton/skeleton.Rmd
@@ -3,22 +3,54 @@
 author: "Brent Thorne"
 date: 'December 2018'
 output: posterdown::posterdown_memoir
+header-includes:
+- \usepackage{float}
+- \floatplacement{figure}{H}
 ---
 
+```{r, include=FALSE}
+knitr::opts_chunk$set(echo = FALSE, results = 'asis', warning = FALSE, message = FALSE, fig.height = 3, fig.width = 3, dev='cairo_pdf')
+```
+
 ### Introduction
 
 Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Phasellus vestibulum lorem sed risus ultricies tristique nulla. Mauris vitae ultricies leo integer malesuada nunc vel risus commodo. Suspendisse potenti nullam ac tortor vitae. Enim nunc faucibus a pellentesque sit amet porttitor eget. Lacinia quis vel eros donec ac odio tempor. Vel quam elementum pulvinar etiam non quam lacus suspendisse. Nec tincidunt praesent semper feugiat nibh sed pulvinar. Neque ornare aenean euismod elementum. Vel fringilla est ullamcorper eget nulla. Sollicitudin aliquam ultrices sagittis orci a. Maecenas accumsan lacus vel facilisis volutpat est velit. Sed sed risus pretium quam vulputate dignissim. Convallis posuere morbi leo urna molestie. Cursus vitae congue mauris rhoncus. Vitae ultricies leo integer malesuada nunc. Est lorem ipsum dolor sit amet consectetur adipiscing. Enim sit amet venenatis urna cursus eget nunc.
 
+```{r, out.width='80%', fig.align='center'}
+
+knitr::include_graphics('Figures/figure1_map.pdf')
+
+```
+
 ### Objectives
 
-Vulputate mi sit amet mauris commodo quis. Eleifend mi in nulla posuere sollicitudin aliquam ultrices sagittis orci. Amet risus nullam eget felis. Tortor id aliquet lectus proin nibh nisl condimentum. Eu tincidunt tortor aliquam nulla facilisi cras fermentum. Sed blandit libero volutpat sed. Facilisi cras fermentum odio eu. At risus viverra adipiscing at in tellus integer feugiat scelerisque. Commodo viverra maecenas accumsan lacus vel facilisis volutpat est. Dui nunc mattis enim ut tellus elementum sagittis. Id aliquet lectus proin nibh nisl condimentum. Vestibulum lectus mauris ultrices eros. In egestas erat imperdiet sed euismod nisi porta lorem. Et egestas quis ipsum suspendisse ultrices.
+1. Here is my first obective.
+2. Here is my second objective.
+3. Finally, my third objective.
+
 
 ### Methods
 
 Elementum facilisis leo vel fringilla est ullamcorper eget nulla. Vitae congue eu consequat ac felis donec et. Morbi tincidunt ornare massa eget. Iaculis nunc sed augue lacus viverra vitae congue eu. Donec massa sapien faucibus et molestie. Neque egestas congue quisque egestas diam. Lectus quam id leo in vitae turpis massa. Sodales ut etiam sit amet. Posuere lorem ipsum dolor sit amet consectetur. Ullamcorper dignissim cras tincidunt lobortis feugiat vivamus. Amet commodo nulla facilisi nullam vehicula ipsum. Magna ac placerat vestibulum lectus mauris ultrices eros. Sodales ut eu sem integer vitae justo eget magna. Malesuada bibendum arcu vitae elementum.
 
-Amet mattis vulputate enim nulla aliquet porttitor lacus. Enim facilisis gravida neque convallis a cras. Pellentesque pulvinar pellentesque habitant morbi. Facilisis leo vel fringilla est. Non enim praesent elementum facilisis leo vel. Elementum eu facilisis sed odio morbi quis commodo odio. Nibh tellus molestie nunc non blandit massa enim. Fringilla ut morbi tincidunt augue interdum velit euismod in pellentesque. At augue eget arcu dictum varius duis. Eu non diam phasellus vestibulum lorem sed risus ultricies tristique. Quam adipiscing vitae proin sagittis. Condimentum lacinia quis vel eros donec ac odio tempor orci. Tempor commodo ullamcorper a lacus vestibulum sed. Quisque sagittis purus sit amet volutpat consequat. Tellus in hac habitasse platea dictumst vestibulum rhoncus est pellentesque. Enim facilisis gravida neque convallis a. Ultricies integer quis auctor elit sed vulputate mi sit amet. Libero volutpat sed cras ornare arcu dui. Quis hendrerit dolor magna eget est lorem.
+```
+plot(rnorm(10))
+
+```
 
 ### Results
 
-Sagittis purus sit amet volutpat consequat mauris. Lobortis mattis aliquam faucibus purus. Libero enim sed faucibus turpis in eu. Massa placerat duis ultricies lacus sed turpis tincidunt id. Arcu dictum varius duis at consectetur lorem donec. Pellentesque habitant morbi tristique senectus et netus. Magnis dis parturient montes nascetur ridiculus mus mauris vitae ultricies. Nibh nisl condimentum id venenatis. Lorem ipsum dolor sit amet consectetur adipiscing elit duis. Eget aliquet nibh praesent tristique magna sit amet purus. Orci phasellus egestas tellus rutrum. Mauris cursus mattis molestie a. Amet cursus sit amet dictum sit. Tellus id interdum velit laoreet. Tortor at risus viverra adipiscing. Ullamcorper malesuada proin libero nunc. Elit ullamcorper dignissim cras tincidunt lobortis feugiat vivamus. Eget dolor morbi non arcu risus quis. Pulvinar pellentesque habitant morbi tristique senectus.
+Sagittis purus sit amet volutpat consequat mauris. Lobortis mattis aliquam faucibus purus. Libero enim sed faucibus turpis in eu. Massa placerat duis ultricies lacus sed turpis tincidunt id. Arcu dictum varius duis at consectetur lorem done.
+
+```{r, out.width='80%', fig.align='center'}
+
+knitr::include_graphics('Figures/figure2.pdf')
+
+```
+
+
+Pellentesque habitant morbi tristique senectus et netus. Magnis dis parturient montes nascetur ridiculus mus mauris vitae ultricies. Nibh nisl condimentum id venenatis. Lorem ipsum dolor sit amet consectetur adipiscing elit duis. Eget aliquet nibh praesent tristique magna sit amet purus. Orci phasellus egestas tellus rutrum. Mauris cursus mattis molestie a. Amet cursus sit amet dictum sit. Tellus id interdum velit laoreet. Tortor at risus viverra adipiscing. Ullamcorper malesuada proin libero nunc. Elit ullamcorper dignissim cras tincidunt lobortis feugiat vivamus. Eget dolor morbi non arcu risus quis. Pulvinar pellentesque habitant morbi tristique senectus.
+
+
+
+