Worksheets and research resources · Page 14

Bootstrap resampling specification

Match bootstrap resampling to the dependence structure and target statistic.

Define independent expected results before testing analysis code.

Use known transformations to test calculations when a full reference answer is difficult.

Make an independent code review reproducible and actionable.

Test whether a package upgrade changes analysis behavior or outputs.

Estimate analysis runtime and memory using a representative pilot.

Resume interrupted computation without mixing incomplete and valid outputs.

Distinguish meaningful analytical changes from harmless output differences.

Check that a new collaborator can understand and run the public project instructions.

Identify the exact software contribution behind a reported analysis.

Prepare a deposit package that a repository can preserve and a reader can interpret.

Trace each manuscript statement to the analysis output that supports it.