Bootstrap

Resampling observed data estimates sampling variability under appropriate conditions.

Different ways to understand it

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Autocorrelation
Autocorrelation measures dependence between a process and its lagged values.
Bernoulli distribution
A Bernoulli variable records one binary outcome with success probability p.
Linear regression
A response's conditional mean is modeled as linear in coefficients with assumptions about residuals.
Multiple testing
Testing many hypotheses requires controlling an appropriate combined error measure.
Analysis of variance
ANOVA partitions variation to test mean differences under model assumptions.