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Common Statistical Errors in Medical Manuscripts and How to Avoid Them

Practical checks for p-values, missing data, multiplicity, model assumptions, and causal claims in medical manuscripts.

Survival Analysis in Oncology Research: A Practical Guide

Define oncology time-to-event endpoints, interpret Kaplan-Meier curves and hazard ratios, and handle censoring, competing risks, and nonproportional hazards.

Statistical Analysis Plans for Clinical Trials: Regulatory Considerations

Plan analyses prospectively, define the treatment effect, and document assumptions and changes using ICH and FDA guidance.

Meta-Analysis Best Practices for Medical Research

Plan a reproducible review, choose appropriate synthesis methods, assess bias, and interpret heterogeneity and evidence certainty.

Data collection pilot checklist

Record collection-rule checks, findings, ownership, dates, and resolution.

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Research decision log

Document the original plan, changes, reasons, approval, and whether results had been seen.

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Missingness audit worksheet

Record eligible, observed, and missing counts by variable, time point, and group.

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Study pooling comparison worksheet

Compare populations, designs, outcomes, timing, effect measures, and participant overlap.

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Results interpretation worksheet

Keep estimates, intervals, reference groups, units, time windows, and limitations together.

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Reviewer response tracker

Connect each comment to checks, work actually completed, manuscript locations, and remaining limitations.

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Evidence opportunity worksheet

Record search details, existing reviews and protocols, access constraints, and the decision to proceed, refine, or stop.

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