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May 12, 2022 at 1:50 comment added Glen_b Davison and Hinkley's book Bootstrap Methods and their Application presents a number of approaches to bootstrapping (not exhaustive but both parametric and nonparametric cases are discussed) and it does discuss bootstrap prediction intervals and nonparametric regression models; this might be helpful as a reference, for all that the various pieces are not all in the same places, since the relevant concepts should carry across.
May 11, 2022 at 15:40 history edited RegressForward CC BY-SA 4.0
Clarifying that I want to know about when quantiles are being used instead of the +/- method and why.
May 11, 2022 at 15:35 history edited RegressForward CC BY-SA 4.0
Adding the hats! Don't want to forget those.
May 11, 2022 at 15:18 history edited RegressForward CC BY-SA 4.0
edited body
May 11, 2022 at 15:12 answer added IrishStat timeline score: 6
May 11, 2022 at 15:01 history asked RegressForward CC BY-SA 4.0