Worksheets and research resources · Page 29

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Geometric summary specification

Plan positive-value handling, natural logs and multiplicative spread reporting.

Calendar duration and protocol-day audit

Test leap days, inclusive boundaries and protocol day conventions before derivation.

Aggregate missingness-pattern audit

Reconcile exclusive patterns and overlapping variable-specific denominators.

COSMIN measurement guidance

Find public guidance and checklists for selecting and evaluating outcome measurement instruments. Instrument licenses, courses, and linked publications have separate terms.

TRIPOD+AI reporting guidance

Use free reporting checklists for prediction models developed with regression or machine learning. Reporting completeness does not establish model validity.

QUADAS diagnostic accuracy appraisal

Access current QUADAS-3 guidance for assessing risk of bias and applicability in diagnostic accuracy studies. Training and linked publications may have separate access conditions.

ARRIVE animal research reporting

Read free ARRIVE 2.0 guidance and planning resources for reporting animal research. These resources do not replace ethical approval.

Book of OHDSI

Read a free community handbook on observational health data, the OMOP common data model, and reproducible analysis. Printed copies and access to healthcare datasets are separate.

The Turing Way handbook

Explore a free community handbook on reproducible, ethical, and collaborative data science, with practical guidance for research workflows.

Quarto scientific publishing

Use open-source software and free documentation for reproducible scientific reports, articles, and websites. Optional hosting and connected services may charge fees.

Data Package standard

Consult free specifications for describing datasets, resources, and table schemas. Structural validation does not establish scientific correctness or privacy.

ENCePP methods guide

Read public methodological guidance for pharmacoepidemiology, including study design, data sources, bias, and confounding. Linked publications may require separate access.