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

.agg() function

used, for downsampling 255

.fillna() method 230, 231

A

acorr_ljungbox function

reference link 330

activation function 483

additive decomposition model 300

additive model 300

ADF OLS regression 317

Akaike Information Criterion (AIC) 315, 367, 381

Amazon Redshift 75, 76

Amazon Web Services (AWS) 76

Anaconda packages

reference link 21

anaconda-project 15

APIs

used, for reading third-party financial data 89-91

arch library

reference link 428

artificial neural networks 482-484

Augmented Dickey-Fuller (ADF) test 309

auto_arima

implementation, reference link 389

used, for forecasting time series data 381-389

autocorrelation

about 328, 344

testing, in time series data 328, 329

autocorrelation function...