Worksheets and research resources · Page 9

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Binary prediction score audit worksheet

Download a structured binary prediction score audit worksheet with assumptions, inputs, a hypothetical example and review fields.

Paired mean difference interval worksheet

Download a structured paired mean difference interval worksheet with assumptions, inputs, a hypothetical example and review fields.

metafor meta-analysis software

Use free open-source R software and worked examples for effect sizes, meta-analysis models, diagnostics and plots. Model assumptions and study comparability still need review.

DAGitty causal diagrams

Draw and inspect causal diagrams with free browser software and learning materials. Adjustment advice depends on the causal assumptions encoded in the diagram.

TOP transparency guidelines

Read the public TOP 2025 framework for registration, protocols, analysis plans, materials, code, data and reporting transparency. Adoption is not certification of a research claim.

ISRCTN public study records

Search freely accessible study-registration records and read registry guidance. Registering a new study normally incurs a fee, which may be covered by an eligible funder.

NC3Rs Experimental Design Assistant

Explore a free planning tool for animal experiments, including randomisation, blinding and sample-size support. Saving designs requires a free account; ethical approval remains separate.

Pandoc document conversion

Use free open-source software to convert research documents and format citations across supported file types. Inspect converted equations, tables and layout before sharing.

renv R project environments

Record and restore R package dependencies with free open-source software and documentation. Package lockfiles do not capture every operating-system dependency or data source.

OBO Foundry ontology registry

Find openly available biological and biomedical ontologies and principles for consistent identifiers, definitions and reuse. Check each ontology’s scope, version and attribution terms.

NCBO BioPortal ontology search

Browse public biomedical ontology terms, mappings and documentation when planning data coding. Individual terminology licenses and API access requirements must be checked separately.

ModernDive statistical inference textbook

Read the free online second edition covering R, visualization, regression, sampling and simulation-based inference. Print editions are separate; reuse follows the book’s license.