Auto-Correlation and Partial Auto-Correlation Functions for diff and diff diff forex data
Box and Whisker plot
Cumulative distribution function
Cumulative sum algorithm (CUSUM) to detect abrupt changes in data
Decompose time series as: - Additive Time Series = Level + CyclicTrend + Residual + Seasonality - Multiplicative...
Histogram with density and rug
Kurtosis is a measure of the 'tailedness' of the probability distribution of a real-valued random variable. Like...
Show line plot of selected data or highlight specific datetimes.
Load crypto currency to perform analysis on. Yahoo Finance is used as default source. Other sources can be used...
Change target variable
Display QQ plot vs normal quantiles
The quantiles are values which divide the distribution such that there is a given proportion of observations...
Print raw data to console
Rolling mean and std deviation
Skewness is a measure of asymmetry or distortion of symmetric distribution. It measures the deviation of the...
Shows rolling spread measurement
Unit root test / stationarity (ADF, KPSS)