Tool Julia Beginner 50 min

HypothesisTests.jl from the ground up: do two samples really differ?

Afterwards you can describe two samples in Julia, test whether they differ with HypothesisTests.jl, and report the effect size with a confidence interval.

Statistics Cross-disciplinary

Recipe Julia Beginner 5 min

Fit a curve with error bars and draw a confidence band in Julia

Afterwards you can fit a model to data with known uncertainties using LsqFit, report parameter errors you can defend, and shade a confidence band.

Curve fitting·Statistics Cross-disciplinary

Tool Python Beginner 50 min

scipy.stats from the ground up: is the difference between two samples real?

Afterwards you can describe two samples with scipy.stats, test whether they differ, and report the effect size with a confidence interval, not a bare p-value.

Statistics Cross-disciplinary

Recipe Python Beginner 5 min

Fit a curve to data with error bars and draw a confidence band

Afterwards you can fit a model to data with known uncertainties, report parameter errors you can defend, and shade a confidence band around the fitted curve.

Curve fitting·Statistics Cross-disciplinary