OpenBB/gamestonk_terminal/stocks/quantitative_analysis/README.md

Quantitative Analysis >>

Command	Description
Statistics
summary	brief summary statistics of loaded stock
normality	normality statistics and tests
unitroot	unit root test for stationarity (ADF, KPSS)
Plots
hist	histogram and density plot
cdf	cumulative distribution function
bw	box and whisker plot
acf	(partial) auto-correlation function differentials differential of prices
qqplot	residuals against standard normal curve
Rolling Metrics
rolling	rolling mean and std deviation of prices
spread	rolling variance and std deviation of prices
quantile	rolling median and quantile of prices
skew	rolling skewness of distribution of prices
kurtosis	rolling kurtosis of distribution of prices
Other:
raw	print raw data
decompose	decomposition in cyclic-trend, season, and residuals of prices
cusum	detects abrupt changes using cumulative sum algorithm of prices
capm	capital asset pricing model