Implementation of LOWESS (Locally Weighted Scatterplot Smoothing) algorithm with bootstrap confidence intervals for nonparametric regression and data smoothing in Python.
education statistics time-series data-visualization forecasting smoothing confidence-intervals outlier-detection statsmodels nonparametric-regression local-regression bootstrap-resampling lowess data-smoothing statmodels scatter-plot-smoothing robust-weighting
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Updated
Dec 17, 2025 - Jupyter Notebook