René's URL Explorer Experiment


Title: YaRrr! The Pirate’s Guide to R

Open Graph Title: YaRrr! The Pirate’s Guide to R

X Title: YaRrr! The Pirate’s Guide to R

Description: An introductory book to R written by, and for, R pirates

Open Graph Description: An introductory book to R written by, and for, R pirates

X Description: An introductory book to R written by, and for, R pirates

Opengraph URL: https://bookdown.org/ndphillips/YaRrr/

Generator: bookdown 0.5 and GitBook 2.6.7

direct link

Domain: bookdown.org

NoneIE=edge
og:typebook
og:imagehttps://bookdown.org/ndphillips/YaRrr/images/YaRrr_Cover.jpg
github-repondphillips/ThePiratesGuideToR
twitter:cardsummary
twitter:imagehttps://bookdown.org/ndphillips/YaRrr/images/YaRrr_Cover.jpg
authorNathaniel D. Phillips
date2018-01-22
apple-mobile-web-app-capableyes
apple-mobile-web-app-status-bar-styleblack

Links:

YaRrr! The Pirate's Guide to Rhttps://bookdown.org/ndphillips/YaRrr/
1 Prefacehttps://bookdown.org/ndphillips/YaRrr/index.html
1.1 Where did this book come from?https://bookdown.org/ndphillips/YaRrr/where-did-this-book-come-from.html
1.2 Who is this book for?https://bookdown.org/ndphillips/YaRrr/who-is-this-book-for.html
1.3 Why is R so great?https://bookdown.org/ndphillips/YaRrr/why-is-r-so-great.html
1.4 Why R is like a relationship…https://bookdown.org/ndphillips/YaRrr/rrelationship.html
1.5 R resourceshttps://bookdown.org/ndphillips/YaRrr/r-resources.html
1.5.1 R Cheatsheetshttps://bookdown.org/ndphillips/YaRrr/r-resources.html#r-cheatsheets
1.5.2 Getting R help and inspiration onlinehttps://bookdown.org/ndphillips/YaRrr/r-resources.html#getting-r-help-and-inspiration-online
1.5.3 Other R bookshttps://bookdown.org/ndphillips/YaRrr/r-resources.html#other-r-books
1.6 Who am I?https://bookdown.org/ndphillips/YaRrr/who-am-i.html
1.6.1 Please consider a donation!https://bookdown.org/ndphillips/YaRrr/who-am-i.html#please-consider-a-donation
1.6.2 Acknowledgementshttps://bookdown.org/ndphillips/YaRrr/who-am-i.html#acknowledgements
1.7 Contributions and Acknowledgementshttps://bookdown.org/ndphillips/YaRrr/contributions-and-acknowledgements.html
2 Getting Startedhttps://bookdown.org/ndphillips/YaRrr/started.html
2.1 Installing Base-R and RStudiohttps://bookdown.org/ndphillips/YaRrr/installing-base-r-and-rstudio.html
2.1.1 Check for version updateshttps://bookdown.org/ndphillips/YaRrr/installing-base-r-and-rstudio.html#check-for-version-updates
2.2 The four RStudio Windowshttps://bookdown.org/ndphillips/YaRrr/the-four-rstudio-windows.html
2.2.1 Source - Your notepad for codehttps://bookdown.org/ndphillips/YaRrr/the-four-rstudio-windows.html#source---your-notepad-for-code
2.2.2 Console: R’s Hearthttps://bookdown.org/ndphillips/YaRrr/the-four-rstudio-windows.html#console-rs-heart
2.2.3 Environment / Historyhttps://bookdown.org/ndphillips/YaRrr/the-four-rstudio-windows.html#environment-history
2.2.4 Files / Plots / Packages / Helphttps://bookdown.org/ndphillips/YaRrr/the-four-rstudio-windows.html#files-plots-packages-help
2.3 Packageshttps://bookdown.org/ndphillips/YaRrr/packages.html
2.3.1 Installing a new packagehttps://bookdown.org/ndphillips/YaRrr/packages.html#installing-a-new-package
2.3.2 Loading a packagehttps://bookdown.org/ndphillips/YaRrr/packages.html#loading-a-package
2.4 Reading and writing Codehttps://bookdown.org/ndphillips/YaRrr/reading-and-writing-code.html
2.4.1 Code Chunkshttps://bookdown.org/ndphillips/YaRrr/reading-and-writing-code.html#code-chunks
2.4.2 Comments with #https://bookdown.org/ndphillips/YaRrr/reading-and-writing-code.html#comments-with
2.4.3 Element numbers in output [1]https://bookdown.org/ndphillips/YaRrr/reading-and-writing-code.html#element-numbers-in-output-1
2.5 Debugginghttps://bookdown.org/ndphillips/YaRrr/debugging.html
2.5.1 R is not ready (>)https://bookdown.org/ndphillips/YaRrr/debugging.html#r-is-not-ready
2.5.2 Misspelled object or functionhttps://bookdown.org/ndphillips/YaRrr/debugging.html#misspelled-object-or-function
2.5.3 Punctuation problemshttps://bookdown.org/ndphillips/YaRrr/debugging.html#punctuation-problems
3 Jump In!https://bookdown.org/ndphillips/YaRrr/jumpin.html
3.1 Exploring datahttps://bookdown.org/ndphillips/YaRrr/exploring-data.html
3.2 Descriptive statisticshttps://bookdown.org/ndphillips/YaRrr/descriptive-statistics.html
3.3 Plottinghttps://bookdown.org/ndphillips/YaRrr/plotting.html
3.4 Hypothesis testshttps://bookdown.org/ndphillips/YaRrr/hypothesis-tests.html
3.5 Regression analysishttps://bookdown.org/ndphillips/YaRrr/regression-analysis.html
3.6 Bayesian Statisticshttps://bookdown.org/ndphillips/YaRrr/bayesian-statistics.html
3.7 Wasn’t that easy?!https://bookdown.org/ndphillips/YaRrr/wasnt-that-easy.html
4 The Basicshttps://bookdown.org/ndphillips/YaRrr/basics.html
4.1 The command-line (Console)https://bookdown.org/ndphillips/YaRrr/the-command-line-console.html
4.2 Writing R scripts in an editorhttps://bookdown.org/ndphillips/YaRrr/writing-r-scripts-in-an-editor.html
4.2.1 Send code from an source to the consolehttps://bookdown.org/ndphillips/YaRrr/writing-r-scripts-in-an-editor.html#send-code-from-an-source-to-the-console
4.3 A brief style guide: Commenting and spacinghttps://bookdown.org/ndphillips/YaRrr/a-brief-style-guide-commenting-and-spacing.html
4.3.1 Commenting code with the # (pound) signhttps://bookdown.org/ndphillips/YaRrr/a-brief-style-guide-commenting-and-spacing.html#commenting-code-with-the-pound-sign
4.3.2 Spacinghttps://bookdown.org/ndphillips/YaRrr/a-brief-style-guide-commenting-and-spacing.html#spacing
4.4 Objects and functionshttps://bookdown.org/ndphillips/YaRrr/objects-and-functions.html
4.4.1 Numbers versus charactershttps://bookdown.org/ndphillips/YaRrr/objects-and-functions.html#numbers-versus-characters
4.4.2 Creating new objects with <-https://bookdown.org/ndphillips/YaRrr/objects-and-functions.html#creating-new-objects-with--
4.4.3 How to name objectshttps://bookdown.org/ndphillips/YaRrr/objects-and-functions.html#how-to-name-objects
4.4.4 Example: Pirates of The Caribbeanhttps://bookdown.org/ndphillips/YaRrr/objects-and-functions.html#example-pirates-of-the-caribbean
4.5 Test your R might!https://bookdown.org/ndphillips/YaRrr/test-your-r-might.html
5 Scalars and vectorshttps://bookdown.org/ndphillips/YaRrr/scalersvectors.html
5.1 Scalarshttps://bookdown.org/ndphillips/YaRrr/scalars.html
5.2 Vectorshttps://bookdown.org/ndphillips/YaRrr/vectors.html
5.2.1 a:bhttps://bookdown.org/ndphillips/YaRrr/vectors.html#ab
5.2.2 seq()https://bookdown.org/ndphillips/YaRrr/vectors.html#seq
5.2.3 rep()https://bookdown.org/ndphillips/YaRrr/vectors.html#rep
5.3 Generating random datahttps://bookdown.org/ndphillips/YaRrr/generating-random-data.html
5.3.1 sample()https://bookdown.org/ndphillips/YaRrr/generating-random-data.html#sample
5.3.2 Normal (Gaussian)https://bookdown.org/ndphillips/YaRrr/generating-random-data.html#normal-gaussian
5.3.3 Uniformhttps://bookdown.org/ndphillips/YaRrr/generating-random-data.html#uniform
5.3.4 Notes on random sampleshttps://bookdown.org/ndphillips/YaRrr/generating-random-data.html#notes-on-random-samples
5.4 Test your R might!https://bookdown.org/ndphillips/YaRrr/test-your-r-might-1.html
6 Vector functionshttps://bookdown.org/ndphillips/YaRrr/vectorfunctions.html
6.1 Arithmetic operations on vectorshttps://bookdown.org/ndphillips/YaRrr/arithmetic-operations-on-vectors.html
6.1.1 Basic math with multiple vectorshttps://bookdown.org/ndphillips/YaRrr/arithmetic-operations-on-vectors.html#basic-math-with-multiple-vectors
6.1.2 Ex: Pirate Bake Salehttps://bookdown.org/ndphillips/YaRrr/arithmetic-operations-on-vectors.html#ex-pirate-bake-sale
6.2 Summary statisticshttps://bookdown.org/ndphillips/YaRrr/summary-statistics.html
6.2.1 length()https://bookdown.org/ndphillips/YaRrr/summary-statistics.html#length
6.2.2 Additional numeric vector functionshttps://bookdown.org/ndphillips/YaRrr/summary-statistics.html#additional-numeric-vector-functions
6.2.3 Sample statistics from random sampleshttps://bookdown.org/ndphillips/YaRrr/summary-statistics.html#sample-statistics-from-random-samples
6.3 Counting statisticshttps://bookdown.org/ndphillips/YaRrr/counting-statistics.html
6.4 Missing (NA) valueshttps://bookdown.org/ndphillips/YaRrr/missing-na-values.html
6.5 Standardization (z-score)https://bookdown.org/ndphillips/YaRrr/standardization-z-score.html
6.5.1 Ex: Evaluating a competitionhttps://bookdown.org/ndphillips/YaRrr/standardization-z-score.html#ex-evaluating-a-competition
6.6 Test your R Might!https://bookdown.org/ndphillips/YaRrr/test-your-r-might-2.html
7 Indexing Vectors with [ ]https://bookdown.org/ndphillips/YaRrr/vectorindexing.html
7.1 Numerical Indexinghttps://bookdown.org/ndphillips/YaRrr/numerical-indexing.html
7.2 Logical Indexinghttps://bookdown.org/ndphillips/YaRrr/logical-indexing.html
7.2.1 & (and), | (or), %in%https://bookdown.org/ndphillips/YaRrr/logical-indexing.html#and-or-in
7.2.2 Counts and percentages from logical vectorshttps://bookdown.org/ndphillips/YaRrr/logical-indexing.html#counts-and-percentages-from-logical-vectors
7.2.3 Additional Logical functionshttps://bookdown.org/ndphillips/YaRrr/logical-indexing.html#additional-logical-functions
7.3 Changing values of a vectorhttps://bookdown.org/ndphillips/YaRrr/changing-values-of-a-vector.html
7.3.1 Ex: Fixing invalid responses to a Happiness surveyhttps://bookdown.org/ndphillips/YaRrr/changing-values-of-a-vector.html#ex-fixing-invalid-responses-to-a-happiness-survey
7.4 Test your R Might!: Movie datahttps://bookdown.org/ndphillips/YaRrr/test-your-r-might-movie-data.html
8 Matrices and Dataframeshttps://bookdown.org/ndphillips/YaRrr/matricesdataframes.html
8.1 What are matrices and dataframes?https://bookdown.org/ndphillips/YaRrr/what-are-matrices-and-dataframes.html
8.2 Creating matrices and dataframeshttps://bookdown.org/ndphillips/YaRrr/creating-matrices-and-dataframes.html
8.2.1 cbind(), rbind()https://bookdown.org/ndphillips/YaRrr/creating-matrices-and-dataframes.html#cbind-rbind
8.2.2 matrix()https://bookdown.org/ndphillips/YaRrr/creating-matrices-and-dataframes.html#matrix
8.2.3 data.frame()https://bookdown.org/ndphillips/YaRrr/creating-matrices-and-dataframes.html#data.frame
8.2.4 Dataframes pre-loaded in Rhttps://bookdown.org/ndphillips/YaRrr/creating-matrices-and-dataframes.html#dataframes-pre-loaded-in-r
8.3 Matrix and dataframe functionshttps://bookdown.org/ndphillips/YaRrr/matrix-and-dataframe-functions.html
8.3.1 head(), tail(), View()https://bookdown.org/ndphillips/YaRrr/matrix-and-dataframe-functions.html#head-tail-view
8.3.2 summary(), str()https://bookdown.org/ndphillips/YaRrr/matrix-and-dataframe-functions.html#summary-str
8.4 Dataframe column nameshttps://bookdown.org/ndphillips/YaRrr/dataframe-column-names.html
8.4.1 Adding new columnshttps://bookdown.org/ndphillips/YaRrr/dataframe-column-names.html#adding-new-columns
8.4.2 Changing column nameshttps://bookdown.org/ndphillips/YaRrr/dataframe-column-names.html#changing-column-names
8.5 Slicing dataframeshttps://bookdown.org/ndphillips/YaRrr/slicing-dataframes.html
8.5.1 Slicing with [, ]https://bookdown.org/ndphillips/YaRrr/slicing-dataframes.html#slicing-with
8.5.2 Slicing with logical vectorshttps://bookdown.org/ndphillips/YaRrr/slicing-dataframes.html#slicing-with-logical-vectors
8.5.3 Slicing with subset()https://bookdown.org/ndphillips/YaRrr/slicing-dataframes.html#slicing-with-subset
8.6 Combining slicing with functionshttps://bookdown.org/ndphillips/YaRrr/combining-slicing-with-functions.html
8.6.1 with()https://bookdown.org/ndphillips/YaRrr/combining-slicing-with-functions.html#with
8.7 Test your R might! Pirates and superheroeshttps://bookdown.org/ndphillips/YaRrr/test-your-r-might-pirates-and-superheroes.html
9 Importing, saving and managing datahttps://bookdown.org/ndphillips/YaRrr/importingdata.html
9.1 Workspace management functionshttps://bookdown.org/ndphillips/YaRrr/workspace-management-functions.html
9.1.1 Why object and file management is so importanthttps://bookdown.org/ndphillips/YaRrr/workspace-management-functions.html#why-object-and-file-management-is-so-important
9.2 The working directoryhttps://bookdown.org/ndphillips/YaRrr/the-working-directory.html
9.3 Projects in RStudiohttps://bookdown.org/ndphillips/YaRrr/projects-in-rstudio.html
9.4 The workspacehttps://bookdown.org/ndphillips/YaRrr/the-workspace.html
9.4.1 ls()https://bookdown.org/ndphillips/YaRrr/the-workspace.html#ls
9.5 .RData fileshttps://bookdown.org/ndphillips/YaRrr/rdata-files.html
9.5.1 save()https://bookdown.org/ndphillips/YaRrr/rdata-files.html#save
9.5.2 save.image()https://bookdown.org/ndphillips/YaRrr/rdata-files.html#save.image
9.5.3 load()https://bookdown.org/ndphillips/YaRrr/rdata-files.html#load
9.5.4 rm()https://bookdown.org/ndphillips/YaRrr/rdata-files.html#rm
9.6 .txt fileshttps://bookdown.org/ndphillips/YaRrr/txt-files.html
9.6.1 write.table()https://bookdown.org/ndphillips/YaRrr/txt-files.html#write.table
9.6.2 read.table()https://bookdown.org/ndphillips/YaRrr/txt-files.html#read.table
9.6.3 Reading files directly from a web URLhttps://bookdown.org/ndphillips/YaRrr/txt-files.html#reading-files-directly-from-a-web-url
9.7 Excel, SPSS, and other data fileshttps://bookdown.org/ndphillips/YaRrr/excel-spss-and-other-data-files.html
9.8 Additional tipshttps://bookdown.org/ndphillips/YaRrr/additional-tips.html
9.9 Test your R Might!https://bookdown.org/ndphillips/YaRrr/test-your-r-might-3.html
10 Advanced dataframe manipulationhttps://bookdown.org/ndphillips/YaRrr/advanceddataframe.html
10.1 order(): Sorting datahttps://bookdown.org/ndphillips/YaRrr/order-sorting-data.html
10.2 merge(): Combining datahttps://bookdown.org/ndphillips/YaRrr/merge-combining-data.html
10.3 aggregate(): Grouped aggregationhttps://bookdown.org/ndphillips/YaRrr/aggregate-grouped-aggregation.html
10.4 dplyrhttps://bookdown.org/ndphillips/YaRrr/dplyr.html
10.4.1 Additional dplyr helphttps://bookdown.org/ndphillips/YaRrr/dplyr.html#additional-dplyr-help
10.5 Additional aggregation functionshttps://bookdown.org/ndphillips/YaRrr/additional-aggregation-functions.html
10.5.1 rowMeans(), colMeans()https://bookdown.org/ndphillips/YaRrr/additional-aggregation-functions.html#rowmeans-colmeans
10.5.2 apply familyhttps://bookdown.org/ndphillips/YaRrr/additional-aggregation-functions.html#apply-family
10.6 Test your R might!: Mmmmm…caffeinehttps://bookdown.org/ndphillips/YaRrr/test-your-r-might-mmmmmcaffeine.html
11 Plotting (I)https://bookdown.org/ndphillips/YaRrr/plotting1.html
11.1 Colorshttps://bookdown.org/ndphillips/YaRrr/colors.html
11.1.1 Colors by namehttps://bookdown.org/ndphillips/YaRrr/colors.html#colors-by-name
11.1.2 gray()https://bookdown.org/ndphillips/YaRrr/colors.html#gray
11.1.3 yarrr::transparent()https://bookdown.org/ndphillips/YaRrr/colors.html#yarrrtransparent
11.2 Plotting argumentshttps://bookdown.org/ndphillips/YaRrr/plotting-arguments.html
11.3 Scatterplot: plot()https://bookdown.org/ndphillips/YaRrr/scatterplot-plot.html
11.3.1 Symbol types: pchhttps://bookdown.org/ndphillips/YaRrr/scatterplot-plot.html#symbol-types-pch
11.4 Histogram: hist()https://bookdown.org/ndphillips/YaRrr/histogram-hist.html
11.5 Barplot: barplot()https://bookdown.org/ndphillips/YaRrr/barplot-barplot.html
11.5.1 Clustered barplothttps://bookdown.org/ndphillips/YaRrr/barplot-barplot.html#clustered-barplot
11.6 pirateplot()https://bookdown.org/ndphillips/YaRrr/pirateplot.html
11.6.1 Pirateplot themeshttps://bookdown.org/ndphillips/YaRrr/pirateplot.html#pirateplot-themes
11.6.2 Customizing pirateplotshttps://bookdown.org/ndphillips/YaRrr/pirateplot.html#customizing-pirateplots
11.6.3 Saving outputhttps://bookdown.org/ndphillips/YaRrr/pirateplot.html#saving-output
11.7 Low-level plotting functionshttps://bookdown.org/ndphillips/YaRrr/low-level-plotting-functions.html
11.7.1 Starting with a blank plothttps://bookdown.org/ndphillips/YaRrr/low-level-plotting-functions.html#starting-with-a-blank-plot
11.7.2 points()https://bookdown.org/ndphillips/YaRrr/low-level-plotting-functions.html#points
11.7.3 abline(), segments(), grid()https://bookdown.org/ndphillips/YaRrr/low-level-plotting-functions.html#abline-segments-grid
11.7.4 text()https://bookdown.org/ndphillips/YaRrr/low-level-plotting-functions.html#text
11.7.5 Combining text and numbers with paste()https://bookdown.org/ndphillips/YaRrr/low-level-plotting-functions.html#combining-text-and-numbers-with-paste
11.7.6 curve()https://bookdown.org/ndphillips/YaRrr/low-level-plotting-functions.html#curve
11.7.7 legend()https://bookdown.org/ndphillips/YaRrr/low-level-plotting-functions.html#legend
11.8 Saving plots to a file with pdf(), jpeg() and png()https://bookdown.org/ndphillips/YaRrr/saving-plots-to-a-file-with-pdf-jpeg-and-png.html
11.9 Exampleshttps://bookdown.org/ndphillips/YaRrr/examples.html
11.10 Test your R might! Purdy pictureshttps://bookdown.org/ndphillips/YaRrr/test-your-r-might-purdy-pictures.html
12 Plotting (II)https://bookdown.org/ndphillips/YaRrr/plotting2.html
12.1 More colorshttps://bookdown.org/ndphillips/YaRrr/more-colors.html
12.1.1 piratepal()https://bookdown.org/ndphillips/YaRrr/more-colors.html#piratepal
12.1.2 RColorBrewerhttps://bookdown.org/ndphillips/YaRrr/more-colors.html#rcolorbrewer
12.1.3 colorRamp2https://bookdown.org/ndphillips/YaRrr/more-colors.html#colorramp2
12.1.4 Getting colors with a kulerhttps://bookdown.org/ndphillips/YaRrr/more-colors.html#getting-colors-with-a-kuler
12.2 Plot Marginshttps://bookdown.org/ndphillips/YaRrr/plot-margins.html
12.3 Arranging plots with par(mfrow) and layout()https://bookdown.org/ndphillips/YaRrr/arranging-plots-with-parmfrow-and-layout.html
12.3.1 Complex plot layouts with layout()https://bookdown.org/ndphillips/YaRrr/arranging-plots-with-parmfrow-and-layout.html#complex-plot-layouts-with-layout
12.4 Additional plotting parametershttps://bookdown.org/ndphillips/YaRrr/additional-plotting-parameters.html
13 Hypothesis Testshttps://bookdown.org/ndphillips/YaRrr/htests.html
13.1 A short introduction to hypothesis testshttps://bookdown.org/ndphillips/YaRrr/a-short-introduction-to-hypothesis-tests.html
13.1.1 Null v Alternative Hypothesishttps://bookdown.org/ndphillips/YaRrr/a-short-introduction-to-hypothesis-tests.html#null-v-alternative-hypothesis
13.1.2 Descriptive statisticshttps://bookdown.org/ndphillips/YaRrr/a-short-introduction-to-hypothesis-tests.html#descriptive-statistics-1
13.1.3 Test Statisticshttps://bookdown.org/ndphillips/YaRrr/a-short-introduction-to-hypothesis-tests.html#test-statistics
13.1.4 p-valuehttps://bookdown.org/ndphillips/YaRrr/a-short-introduction-to-hypothesis-tests.html#p-value
13.2 Hypothesis test objects: htesthttps://bookdown.org/ndphillips/YaRrr/hypothesis-test-objects-htest.html
13.3 T-test: t.test()https://bookdown.org/ndphillips/YaRrr/t-test-t-test.html
13.3.1 1-sample t-testhttps://bookdown.org/ndphillips/YaRrr/t-test-t-test.html#sample-t-test
13.3.2 2-sample t-testhttps://bookdown.org/ndphillips/YaRrr/t-test-t-test.html#sample-t-test-1
13.4 Correlation: cor.test()https://bookdown.org/ndphillips/YaRrr/correlation-cor-test.html
13.5 Chi-square: chsq.test()https://bookdown.org/ndphillips/YaRrr/chi-square-chsq-test.html
13.5.1 Getting APA-style conclusions with the apa functionhttps://bookdown.org/ndphillips/YaRrr/chi-square-chsq-test.html#getting-apa-style-conclusions-with-the-apa-function
13.6 Test your R might!https://bookdown.org/ndphillips/YaRrr/test-your-r-might-4.html
14 ANOVAhttps://bookdown.org/ndphillips/YaRrr/anova.html
14.1 Full-factorial between-subjects ANOVAhttps://bookdown.org/ndphillips/YaRrr/full-factorial-between-subjects-anova.html
14.1.1 What does ANOVA stand for?https://bookdown.org/ndphillips/YaRrr/full-factorial-between-subjects-anova.html#what-does-anova-stand-for
14.2 4 Steps to conduct an ANOVAhttps://bookdown.org/ndphillips/YaRrr/steps-to-conduct-an-anova.html
14.3 Ex: One-way ANOVAhttps://bookdown.org/ndphillips/YaRrr/ex-one-way-anova.html
14.4 Ex: Two-way ANOVAhttps://bookdown.org/ndphillips/YaRrr/ex-two-way-anova.html
14.4.1 ANOVA with interactionshttps://bookdown.org/ndphillips/YaRrr/ex-two-way-anova.html#anova-with-interactions
14.5 Type I, Type II, and Type III ANOVAshttps://bookdown.org/ndphillips/YaRrr/type-i-type-ii-and-type-iii-anovas.html
14.6 Getting additional information from ANOVA objectshttps://bookdown.org/ndphillips/YaRrr/getting-additional-information-from-anova-objects.html
14.7 Repeated measures ANOVA using the lme4 packagehttps://bookdown.org/ndphillips/YaRrr/repeated-measures-anova-using-the-lme4-package.html
14.8 Test your R might!https://bookdown.org/ndphillips/YaRrr/test-your-r-might-5.html
15 Regressionhttps://bookdown.org/ndphillips/YaRrr/regression.html
15.1 The Linear Modelhttps://bookdown.org/ndphillips/YaRrr/the-linear-model.html
15.2 Linear regression with lm()https://bookdown.org/ndphillips/YaRrr/linear-regression-with-lm.html
15.2.1 Estimating the value of diamonds with lm()https://bookdown.org/ndphillips/YaRrr/linear-regression-with-lm.html#estimating-the-value-of-diamonds-with-lm
15.2.2 Getting model fits with fitted.valueshttps://bookdown.org/ndphillips/YaRrr/linear-regression-with-lm.html#getting-model-fits-with-fitted.values
15.2.3 Using predict() to predict new data from a modelhttps://bookdown.org/ndphillips/YaRrr/linear-regression-with-lm.html#using-predict-to-predict-new-data-from-a-model
15.2.4 Including interactions in models: y ~ x1 * x2https://bookdown.org/ndphillips/YaRrr/linear-regression-with-lm.html#including-interactions-in-models-y-x1-x2
15.2.5 Center variables before computing interactions!https://bookdown.org/ndphillips/YaRrr/linear-regression-with-lm.html#center-variables-before-computing-interactions
15.2.6 Getting an ANOVA from a regression model with aov()https://bookdown.org/ndphillips/YaRrr/linear-regression-with-lm.html#getting-an-anova-from-a-regression-model-with-aov
15.3 Comparing regression models with anova()https://bookdown.org/ndphillips/YaRrr/comparing-regression-models-with-anova.html
15.4 Regression on non-Normal data with glm()https://bookdown.org/ndphillips/YaRrr/regression-on-non-normal-data-with-glm.html
15.5 Logistic regression with glm(family = "binomial"https://bookdown.org/ndphillips/YaRrr/logistic-regression-with-glmfamily-binomial.html
15.5.1 Adding a regression line to a plothttps://bookdown.org/ndphillips/YaRrr/logistic-regression-with-glmfamily-binomial.html#adding-a-regression-line-to-a-plot
15.5.2 Transforming skewed variables prior to standard regressionhttps://bookdown.org/ndphillips/YaRrr/logistic-regression-with-glmfamily-binomial.html#transforming-skewed-variables-prior-to-standard-regression
15.6 Test your might! A ship auctionhttps://bookdown.org/ndphillips/YaRrr/test-your-might-a-ship-auction.html
16 Custom functionshttps://bookdown.org/ndphillips/YaRrr/functions.html
16.1 Why would you want to write your own function?https://bookdown.org/ndphillips/YaRrr/why-would-you-want-to-write-your-own-function.html
16.2 The structure of a custom functionhttps://bookdown.org/ndphillips/YaRrr/the-structure-of-a-custom-function.html
16.2.1 Creating my.mean()https://bookdown.org/ndphillips/YaRrr/the-structure-of-a-custom-function.html#creating-my.mean
16.2.2 Specifying multiple inputshttps://bookdown.org/ndphillips/YaRrr/the-structure-of-a-custom-function.html#specifying-multiple-inputs
16.2.3 Including default values for argumentshttps://bookdown.org/ndphillips/YaRrr/the-structure-of-a-custom-function.html#including-default-values-for-arguments
16.3 Using if, then statements in functionshttps://bookdown.org/ndphillips/YaRrr/using-if-then-statements-in-functions.html
16.4 A worked example: plot.advanced()https://bookdown.org/ndphillips/YaRrr/a-worked-example-plot-advanced.html
16.4.1 Seeing function codehttps://bookdown.org/ndphillips/YaRrr/a-worked-example-plot-advanced.html#seeing-function-code
16.4.2 Using stop() to completely stop a function and print an errorhttps://bookdown.org/ndphillips/YaRrr/a-worked-example-plot-advanced.html#using-stop-to-completely-stop-a-function-and-print-an-error
16.4.3 Using vectors as argumentshttps://bookdown.org/ndphillips/YaRrr/a-worked-example-plot-advanced.html#using-vectors-as-arguments
16.4.4 Storing and loading your functions to and from a function file with source()https://bookdown.org/ndphillips/YaRrr/a-worked-example-plot-advanced.html#storing-and-loading-your-functions-to-and-from-a-function-file-with-source
16.4.5 Testing functionshttps://bookdown.org/ndphillips/YaRrr/a-worked-example-plot-advanced.html#testing-functions
16.4.6 Using ... as a wildcard argumenthttps://bookdown.org/ndphillips/YaRrr/a-worked-example-plot-advanced.html#using-...-as-a-wildcard-argument
16.5 Test your R might!https://bookdown.org/ndphillips/YaRrr/test-your-r-might-6.html
17 Loopshttps://bookdown.org/ndphillips/YaRrr/loops.html
17.1 What are loops?https://bookdown.org/ndphillips/YaRrr/what-are-loops.html
17.1.1 Printing numbers from 1 to 100https://bookdown.org/ndphillips/YaRrr/what-are-loops.html#printing-numbers-from-1-to-100
17.1.2 Adding the integers from 1 to 100https://bookdown.org/ndphillips/YaRrr/what-are-loops.html#adding-the-integers-from-1-to-100
17.2 Creating multiple plots with a loophttps://bookdown.org/ndphillips/YaRrr/creating-multiple-plots-with-a-loop.html
17.3 Updating a container object with a loophttps://bookdown.org/ndphillips/YaRrr/updating-a-container-object-with-a-loop.html
17.4 Loops over multiple indices with a design matrixhttps://bookdown.org/ndphillips/YaRrr/loops-over-multiple-indices-with-a-design-matrix.html
17.5 The list objecthttps://bookdown.org/ndphillips/YaRrr/the-list-object.html
17.6 Test your R might!https://bookdown.org/ndphillips/YaRrr/test-your-r-might-7.html
18 Solutionshttps://bookdown.org/ndphillips/YaRrr/solutions.html
18.1 Chapter 4: The Basicshttps://bookdown.org/ndphillips/YaRrr/chapter-4-the-basics.html
18.2 Chapter 5: Scalers and vectorshttps://bookdown.org/ndphillips/YaRrr/chapter-5-scalers-and-vectors.html
18.3 Chapter 6: Vector Functionshttps://bookdown.org/ndphillips/YaRrr/chapter-6-vector-functions.html
18.4 Chapter 7: Indexing vectors with []https://bookdown.org/ndphillips/YaRrr/chapter-7-indexing-vectors-with.html
18.5 Chapter 8: Matrices and Dataframeshttps://bookdown.org/ndphillips/YaRrr/chapter-8-matrices-and-dataframes.html
18.6 Chapter 13: Hypothesis testshttps://bookdown.org/ndphillips/YaRrr/chapter-13-hypothesis-tests.html
18.7 Chapter 14: ANOVAhttps://bookdown.org/ndphillips/YaRrr/chapter-14-anova.html
18.8 Chapter 15: Regressionhttps://bookdown.org/ndphillips/YaRrr/chapter-15-regression.html
Referenceshttps://bookdown.org/ndphillips/YaRrr/references.html
Published with bookdownhttps://github.com/rstudio/bookdown
YaRrr! The Pirate’s Guide to Rhttps://bookdown.org/ndphillips/YaRrr/
https://bookdown.org/ndphillips/YaRrr/hypothesis-test-objects-htest.html
https://bookdown.org/ndphillips/YaRrr/correlation-cor-test.html

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