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reference-keys.txt
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fig:moderndive-figure
fig:pipeline-figure
fig:R-vs-RStudio-1
fig:R-vs-RStudio-2
fig:RStudio-interface
fig:R-vs-R-packages
fig:easy-way-install
fig:unnamed-chunk-27
fig:moderndive-flowchart
tab:gapminder-2007
fig:gapminder
tab:summary-table-gapminder
fig:noalpha
fig:nolayers
fig:alpha
fig:jitter-example-plot-1
fig:jitter
fig:dailyweight
fig:facetlinegraph
fig:facetlinegraph2
fig:weight-on-line
fig:histogramexample
fig:hist-bins
fig:Diet11
fig:Diet12
fig:Dietweightbox
fig:geombar
fig:geomcol
fig:habitatsbar
fig:DemersPelagpie
fig:facet-bar-vert
tab:viz-summary-table
fig:ggplot-cheatsheet
fig:filter
fig:selectfig
fig:summary-function
fig:sum1
fig:groupsummarize
fig:select
tab:wrangle-summary-table
fig:dplyr-cheatsheet
fig:read-excel
fig:drinks-smaller
fig:tidyfig
tab:non-tidy-stocks
tab:tidy-stocks
tab:tidy-stocks-2
fig:drinks-smaller-tidy-barplot
fig:guat-dem-tidy
fig:import-cheatsheet
fig:tidyr-cheatsheet
fig:part2
tab:five-random-courses
fig:correlation1
fig:numxplot1
fig:numxplot3
tab:regtable
fig:moderndive-figure-wrapper
tab:lion-21
fig:numxplot4
tab:regression-points-1
tab:model2-data-preview
fig:lifeExp2007hist
fig:catxplot0b
fig:catxplot1
tab:catxplot0
tab:continent-mean-life-expectancies
tab:catxplot4b
tab:model2-residuals
fig:moderndive-figure-causal-graph-2
fig:moderndive-figure-causal-graph
fig:best-fitting-line
fig:three-lines
tab:recall-table
tab:regtable-broom
tab:regpoints-augment
fig:guess-the-correlation
tab:model4-data-preview
fig:numxcatxplot1
tab:unnamed-chunk-215
tab:regtable-interaction
tab:interaction-summary
fig:numxcatx-parallel
tab:regtable-parallel-slopes
tab:parallel-slopes-summary
fig:numxcatx-comparison
fig:fitted-values
tab:model4-points-table
tab:model3-data-preview
fig:2numxplot1a
fig:2numxplot1b
fig:2numxplot1c
tab:model3-table-output
tab:model3-points-table
tab:model3-means-table
fig:recall-parallel-vs-interaction
fig:numxcatx-comparison-2
tab:model2-interaction
tab:model2-parallel-slopes
tab:model2-r-squared
tab:model1-r-squared
fig:part3
fig:sampling-exercise-1
fig:sampling-exercise-2
fig:sampling-exercise-3
fig:sampling-exercise-3b
fig:sampling-exercise-4
fig:sampling-exercise-5
fig:samplingdistribution-tactile
fig:three-shovels
fig:comparing-sampling-distributions
tab:comparing-n
fig:comparing-sampling-distributions-1b
tab:comparing-n-repeat
fig:comparing-sampling-distributions-2
tab:comparing-n-2
fig:comparing-sampling-distributions-3
fig:accuracy-vs-precision
tab:comparing-n-3
fig:CLT-video-preview
tab:table-ch8
fig:resampling-exercise-a
fig:resampling-exercise-c
fig:pennies-sample-histogram
tab:table-ch8-b
fig:tactile-resampling-1
fig:tactile-resampling-2
fig:tactile-resampling-3
fig:tactile-resampling-4
fig:resampling-exercise-d
fig:origandresample
fig:tactile-resampling-5
fig:tactile-resampling-6
fig:tactile-resampling-7
fig:orig-and-resample-means
fig:one-thousand-sample-means
fig:point-estimate-vs-conf-int
fig:percentile-method
fig:percentile-and-se-method
fig:infer-specify
fig:infer-generate
fig:infer-calculate
fig:infer-visualize
fig:boostrap-distribution-infer
fig:infer-workflow-ci
fig:percentile-ci-viz
fig:se-ci-viz
fig:shovel-bootstrap-1-infer
fig:reliable-percentile
fig:reliable-se
fig:reliable-percentile-80-95-99
tab:perc-cis-average-width
fig:reliable-percentile-n-25-50-100
tab:perc-cis-average-width-2
tab:table-ch8-c
fig:bootstrap-distribution-mythbusters
fig:bootstrap-distribution-mythbusters-CI
fig:sampling-distribution-part-deux
fig:bootstrap-distribution-part-deux
fig:side-by-side
tab:comparing-se
tab:comparing-se-2
fig:tactile-conf-int
fig:promotions-barplot
tab:compare-six
fig:deck-of-cards
fig:shuffling
fig:promotions-barplot-permuted
fig:tactile-shuffling
fig:null-distribution-1
tab:table-diff-prop
fig:null-distribution-2
fig:infer-ci
fig:inferht
fig:null-distribution-infer
fig:null-distribution-infer-2
fig:bootstrap-distribution-two-prop-percentile
fig:bootstrap-distribution-two-prop-se
fig:htdowney
fig:trial-errors-table
fig:trial-errors-table-ht
fig:action-romance-boxplot
tab:summarytable-ch10
fig:null-distribution-movies-2
fig:zcurve
fig:t-distributions
fig:comparing-diff-means-t-stat
fig:t-stat-3
fig:t-stat-4
fig:ha-as-flights-boxplot
fig:infer-workflow-ht
tab:regression-table-inference
fig:regline
tab:regtable-11
tab:summarytable-ch11
tab:score-model-part-deux
fig:residual-example
fig:non-linear
fig:model1residualshist
fig:normal-residuals
fig:numxplot6
fig:equal-variance-residuals
fig:bootstrap-distribution-slope
fig:bootstrap-distribution-slope-CI
fig:null-distribution-slope
fig:p-value-slope
tab:table-ch11
fig:moderndive-figure-conclusion
fig:pipeline-figure-conclusion
fig:house-prices-viz
fig:log10-price-viz
fig:log10-size-viz
fig:house-price-parallel-slopes
fig:house-price-interaction-2
tab:seattle-interaction
fig:house-price-interaction-3
fig:us-births
fig:normal-curves
fig:normal-rule-of-thumb
tab:logten
fig:infer-map
getting-started
r-rstudio
installing
using-r-via-rstudio
code
programming-concepts
messages
tips-code
packages
package-installation
package-loading
package-use
rfishbase
rfishpackage
fishbasedataframe
exploredataframes
identification-vs-measurement-variables
help-files
conclusion
additional-resources
whats-to-come
viz
grammarofgraphics
components-of-the-grammar
gapminder
other-components
ggplot2-package
FiveNG
scatterplots
geompoint
overplotting
summary
linegraphs
geomline
summary-1
facets
histograms
geomhistogram
adjustbins
summary-2
boxplots
geomboxplot
summary-3
geombar
barplots-via-geom_bar-or-geom_col
must-avoid-pie-charts
two-categ-barplot
summary-4
data-vis-conclusion
summary-table
function-argument-specification
additional-resources-1
whats-to-come-3
wrangling
piping
filter
slice-rows
select
rename
summarize
groupby
grouping-by-more-than-one-variable
mutate
arrange
wrangling-conclusion
summary-table-1
additional-resources-2
whats-to-come-1
tidy
csv
using-the-console
using-rstudios-interface
tidy-data-ex
tidy-definition
converting-to-tidy-data
case-study-tidy
tidyverse-package
tidy-data-conclusion
additional-resources-3
whats-to-come-2
regression
model1
model1EDA
model1table
model1points
model2
model2EDA
model2table
model2points
reg-related-topics
correlation-is-not-causation
leastsquares
underthehood
reg-conclusion
additional-resources-basic-regression
whats-to-come-4
multiple-regression
model4
model4EDA
model4interactiontable
model4table
model4points
model3
model3EDA
model3table
model3points
mult-reg-related-topics
model-selection
rsquared
mult-reg-conclusion
additional-resources-4
whats-to-come-5
sampling
sampling-activity
what-proportion-of-this-bowls-balls-are-red
using-the-shovel-once
student-shovels
sampling-what-did-we-just-do
sampling-simulation
using-the-virtual-shovel-once
sampling-framework
terminology-and-notation
sampling-definitions
moral-of-the-story
sampling-case-study
sampling-conclusion-central-limit-theorem
sampling-conclusion
sampling-conclusion-table
additional-resources-5
whats-to-come-6
confidence-intervals
resampling-tactile
what-is-the-average-year-on-us-pennies-in-2019
resampling-once
student-resamples
ci-what-did-we-just-do
resampling-simulation
virtually-resampling-once
bootstrap-35-replicates
bootstrap-1000-replicates
ci-build-up
percentile-method
se-method
bootstrap-process
original-workflow
infer-workflow
percentile-method-infer
infer-se
one-prop-ci
ilyas-yohan
shorthand
ci-width
case-study-two-prop-ci
mythbusters-study-data
sampling-scenario
ci-build
interpreting-the-confidence-interval
ci-conclusion
bootstrap-vs-sampling
theory-ci
additional-resources-6
whats-to-come-7
hypothesis-testing
ht-activity
does-gender-affect-promotions-at-a-bank
shuffling-once
shuffling-16-times
ht-what-did-we-just-do
understanding-ht
ht-infer
infer-workflow-ht
comparing-infer-workflows
only-one-test
ht-interpretation
trial
types-of-errors
choosing-alpha
ht-case-study
imdb-data
sampling-scenario-1
conducting-the-hypothesis-test
nhst-conclusion
theory-hypo
when-inference-is-not-needed
problems-with-p-values
additional-resources-7
whats-to-come-8
inference-for-regression
regression-refresher
teaching-evaluations-analysis
sampling-scenario-2
regression-interp
regression-se
regression-test-statistic
p-value
confidence-interval
regression-table-computation
regression-conditions
residuals-refresher
linearity-of-relationship
independence-of-residuals
normality-of-residuals
equality-of-variance
what-is-the-conclusion
infer-regression
confidence-interval-for-slope
hypothesis-test-for-slope
inference-conclusion
theory-regression
summary-of-statistical-inference
additional-resources-8
whats-to-come-9
thinking-with-data
review
seattle-house-prices
house-prices-EDA-I
house-prices-EDA-II
house-prices-regression
house-prices-making-predictions
data-journalism
bechdel-test-for-hollywood-gender-representation
us-births-in-1999
scripts-of-r-code
appendixA
appendix-stat-terms
mean
median
appendix-sd-variance
five-number-summary
distribution
outliers
appendix-normal-curve
appendix-log10-transformations
appendixB
inference-mind-map
one-mean
problem-statement
competing-hypotheses
exploring-the-sample-data
non-traditional-methods
traditional-methods
comparing-results
one-proportion
problem-statement-1
competing-hypotheses-1
exploring-the-sample-data-1
non-traditional-methods-1
traditional-methods-1
comparing-results-1
two-proportions
problem-statement-2
competing-hypotheses-2
exploring-the-sample-data-2
non-traditional-methods-2
traditional-methods-2
check-conditions-2
test-statistic-2
state-conclusion-2
comparing-results-2
two-means-independent-samples
problem-statement-3
competing-hypotheses-3
exploring-the-sample-data-3
non-traditional-methods-3
traditional-methods-3
test-statistic-3
compute-p-value-1
state-conclusion-3
comparing-results-3
two-means-paired-samples
competing-hypotheses-4
exploring-the-sample-data-4
non-traditional-methods-4
traditional-methods-4
comparing-results-4
appendixC
data-wrangling
appendix-missing-values
appendix-reordering-bars
appendix-money-on-axis
appendix-changing-values
appendix-convert-numerical-categorical
appendix-prop
appendix-commas
interactive-graphics
interactive-linegraphs
appendixD
chapter-1-solutions
appendixE