SmoothTrend is a comprehensive time series analysis tool that utilizes Holt-Winters, Holt, and Simple Exponential Smoothing methods, as well as ARIMA/SARIMA modeling, to perform advanced trend analysis, stationarity testing, residual analysis, and forecasting.
python
data
statistics
forecasting
data-analysis
kolmogorov-smirnov
arima-model
exponential-smoothing
dickey-fuller
seasonality
mann-kendall
shapiro-wilk
arima-forecasting
heteroscedasticity
sarima
cox-stuart
holt-winters-forecasting
spearman-rank-correlation
breusch-pagan
ljung-box-test
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Updated
Jul 29, 2024 - Python