Reproducible Analysis

Measurement data and its method, in a form your statistician can work from

Analyses are scripted against the delivered data and re-run from the raw input. A reviewer asking for a subgroup, or for a measurement defined a different way, gets an answer by re-running rather than by rebuilding.

What is delivered

  • The measurement data as a table, with the method and software version behind every column
  • The analysis scripts, so a result can be reproduced from the raw input
  • Results tables and figures built from that data
  • Methods text describing how each measurement was produced

Method and reporting

  • One script chain from raw imaging to final table, driven by a case registry, so nothing is assembled by hand
  • Every value traceable to the file and the setting that produced it

What you provide

  • The research question, in one sentence
  • Your analysis plan, or your statistician's requirements for the data format
  • The imaging, and the constraints on how many subjects are reachable

How this is kept honest

  • Scripted Analysis

    Analyses re-run from raw input. A reviewer asking for a subgroup gets an answer, not a rebuild.

  • Traceable Values

    Every number points back to the file and the setting that produced it.

  • Statistics Stay Yours

    Sample size, the analysis plan and the statistical testing are the investigator's. Osteo3d supplies the measurement data and its method in a form a statistician can work from directly.

Frequently Asked

Do you do the statistics?
No. Osteo3d produces the measurements and the method behind them. Sample size, the analysis plan and the testing are yours or your statistician's. What is supplied is built to be worked on directly rather than transcribed.
Can you analyse data we already collected?
Measurements can be produced from imaging you already hold. What can be claimed from them depends on how the study was designed, and where the design limits the conclusion that is said plainly.

Send a research brief

A written scope and a price come back.

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