Index
As this ebook edition doesn't have fixed pagination, the page numbers below are hyperlinked for reference only, based on the printed edition of this book.
A
abline 115
accuracy rate 438
adjusted R2 394
aesthetics layer 101
analysis of variance (ANOVA) 336, 371, 384, 385
antiderivative 281, 296, 297
Area Under the Curve (AUC) 274, 438
arithmetic operations, R 9, 10
arrange() function 41
used, for sorting dataset 41-43
artificial intelligence (AI) 274
B
bar chart 119
building 124-127
Bayesian inference 465
normal-normal model 465
performing, with categorical variable 477-479
Bayesian linear regression
with categorical variable 477
Bayesian statistics 454
Bayesian theorem 454-456
Bernoulli-distributed random variables
analyzing 304-306
simulating 304-306
Bernoulli distribution 304
Bernoulli trial 302, 304
bigram representation 92
binary cross-entropy loss (CEL) 436
...
