Research Workbench

Research Workbench

Practical tools for the decisions between a research idea and a defensible report. Start with the task in front of you.

169 tools found

ACS replicate uncertainty calculator

Calculate a design-specific standard error from the full estimate and 80 aligned replicate statistics.

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Independent survey estimate difference

Compare two independent estimates with published 90% sampling margins.

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Survey period comparison screen

Count shared collection years and flag incompatible lengths before comparing survey products.

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Constant-dollar income comparison

Translate an earlier estimate and margin into later-year dollars before computing an observed change.

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Subtotal double-count screen

Detect selected table paths that contain both a parent count and one of its descendants.

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Catchment allocation reconciliation

Allocate additive area counts to a target catchment while retaining the unassigned balance.

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Beta–binomial evidence update

Update a stated beta prior with independent binary counts and inspect a credible interval.

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Gamma–Poisson rate update

Combine event counts and exposure with a shape–rate gamma prior.

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Normal mean evidence update

Update a normal prior with a mean whose sampling variance is known.

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Beta prior from mean and uncertainty

Translate a probability mean and SD into compatible beta prior shapes.

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Finite population enrichment tail

Calculate an upper-tail probability for sampling without replacement.

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Fisher exact independent table test

Test a fixed-margin 2×2 table using a probability-ordered two-sided tail.

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Ideas worth investigating

Read dated methodological briefs and use the evidence-verification checklist before committing to a topic.

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