Index Index
adding transparency to plots Paragraph
barplot
faceted Paragraph
side-by-side Paragraph
stacked Paragraph
Bechdel, Alison Paragraph
Bernoulli trial Paragraph
bivariate Paragraph
Boolean algebra Item
bootstrap Paragraph
percentile method Paragraph
standard error method Paragraph
statistical reference Paragraph
bootstrapping
statistical reference Paragraph
boxplots Paragraph
side-by-side Paragraph
whiskers Paragraph
Bryan, Jenny Paragraph
categorical Paragraph
colors() Paragraph
conditionals Item
Confidence interval
approximate coverage probability Paragraph
first-order-accurate Paragraph
first-order-correct Paragraph
rate of convergence Paragraph
second-order accurate Paragraph
true coverage probability Paragraph
confidence interval Paragraph
confounding variable Paragraph
console Item
CSV file Paragraph
data analysis
exploratory Paragraph
data types Item
\(t\) Paragraph
dummy variable Paragraph
dummy variables Paragraph
five-number summary Paragraph
FiveThirtyEight Paragraph
frequencies Paragraph
functions Item
argument order Paragraph
na.rm argument Paragraph
Hickey, Walt Paragraph
histograms Paragraph
bins Item
homoskedasticity Paragraph
hypothesis Paragraph
left-sided test Paragraph
null distribution Paragraph
observed test statistic Paragraph
one-sided test Paragraph
p-value Paragraph
right-sided test Paragraph
significance level Paragraph
test statistic Paragraph
Type I error Paragraph
Type II Error Item
Type II error Paragraph
knitr Paragraph
Lambert, Diane Paragraph
levels Paragraph
linegraphs Paragraph
lm() Paragraph
log transformations Paragraph
log10 transformation Paragraph
long data format Paragraph
normal forms Paragraph
objects Item
offset Paragraph
operators Paragraph
== Paragraph
assignment (<-) Paragraph
dollar sign Paragraph
in Paragraph
logical Item
not Paragraph
or Paragraph
pipe Paragraph
overplotting Paragraph
p-hacking Paragraph
parameter Paragraph
partial slope Paragraph
pie charts Paragraph
problems with Paragraph
plots Paragraph
population Paragraph
population mean Item
population parameter Paragraph
population standard deviation Item
programming language basics Item
quantitative Paragraph
errors Item
formula notation Paragraph
installation Item
messages Item
packages Paragraph
warnings Item
R packages Paragraph
broom
augment() Paragraph
arrange() Paragraph
desc() Paragraph
glimpse() Paragraph
group_by() Paragraph
inner_join() Paragraph
mutate() Paragraph
n() Paragraph
relocate() Paragraph
rename() Paragraph
select() Paragraph
slice_sample() Paragraph
summarize() Paragraph
top_n() Paragraph
ungroup() Paragraph
aes() Item
alpha Paragraph
data Item
diamonds Paragraph
facet Item
fill Paragraph
geom Paragraph
geom_bar() Paragraph
geom_col() Paragraph
geom_histogram() Paragraph
geom_histogram()!bins Item
geom_histogram()!binwidth Item
geom_jitter() Paragraph
geom_point() Paragraph
geom_smooth() Paragraph
mapping Item
get_confidence_interval() Paragraph
installation Paragraph
ISLR2 Paragraph
Credit data frame Paragraph
janitor
clean_names() Paragraph
knitr
kable() Paragraph
loading Paragraph
loading error Paragraph
geom_parallel_slopes() Paragraph
get_correlation() Paragraph
get_regression_points() Paragraph
mythbusters_yawn Paragraph
readr
read_csv() Paragraph
tidyr Paragraph
pivot_longer() Paragraph
pivot_wider() Paragraph
utils
View() Paragraph
random sample Paragraph
random variable Paragraph
regression
basic Paragraph
equation of a line Paragraph
intercept Paragraph
slope Paragraph
fitted value Paragraph
line Paragraph
linear Paragraph
observed values Item
regression plane Paragraph
residual Item
resampling Paragraph
RStudio Paragraph
import data Paragraph
installation Item
sample Paragraph
sample statistic Paragraph
variation Paragraph
sampling distribution Paragraph
of the sample proportion Paragraph
sampling methodology Paragraph
scatterplots Paragraph
sd() Paragraph
simple random sampling Paragraph
standard deviation Paragraph
standard error Paragraph
regression slope Paragraph
statistic Paragraph
statistically significant Paragraph
study population Paragraph
sum of squared residuals Paragraph
summary statistics Paragraph
