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.
Symbols
Σ notation 11-13
Π notation 13
A
absolute loss 139
adaptive gradient descent algorithms 161
adjacency matrix 330
for directed graph 332
for weighted directed graphs 333
properties 331
Akaike Information Criterion (AIC) 287, 288
uses 289
weaknesses 289
alternative hypothesis 243
Amazon Web Services (AWS) 231
American Statistical Association (ASA) 245
Argand plane 6
ARIMA model, best practice 224
ACF plots 225, 226
auto.arima tool 226
PACF plots 225, 226
ARIMAX 222
AR(p) model 217-220
as infinite impulse response filters 217, 218
Augmented-Dickey-Fuller (ADF) test 224
auto.arima tool 227
code example 227-229
auto-correlation 204
for modeling time series data 205
auto-correlation function ...
