Submitting to Statistics Journal: A Practical Guide
Statistics Journal is an peer-reviewed publication from IOS Press that covers statistical methodology, theory, and applications across all domains. It is not a high-impact megajournal. It is a solid, focused outlet for people doing work in statistical science who want a venue that actually understands the subject matter rather than treating statistics as a footnote to some other field. I have submitted several papers there over the years. Some were accepted after revision. One was rejected and I learned something useful from the review process. Here is how it actually works when you go through it.
Getting Your Paper Into Statistics Journal
The submission portal is managed through Editorial Manager. You create an account, start a new manuscript, and fill in the metadata. The journal asks for several specific things upfront: a highlight file with bullet points summarizing the contribution, a graphical abstract, and keyword lists. Do not skip these. Editors at this journal check them because they help with reviewer matching. If your highlights don't accurately represent the paper, reviewers get confused and the review quality drops. The submission fees are reasonable. There is no mandatory page charge for standard submissions, but if your paper runs very long with excessive tables and appendices, you may get a request to trim. I had one paper that came in at about 28 pages with 14 tables. The editor asked me to move half the tables to supplementary material before it could proceed to review. That cut the review time down significantly because the reviewers were not wading through pages of output they did not need to see. One specific problem I ran into was with the reference formatting. The journal wants references in a specific numerical style using a particular bibliography template. My first submission used EndNote defaults and the production team spent extra time cleaning them up. For my second submission, I switched to using the provided BibTeX template and formatting every reference by hand where EndNote disagreed with the journal style. That saved maybe two weeks of back-and-forth during proofing. It was tedious but worth it.
What the Review Process Actually Looks Like
Reviews typically come back in about six to ten weeks. This is faster than many traditional statistics journals but slower than the open-access megajournal speed claims you see advertised. The reviewers are usually statisticians or methodologists, which is different from many interdisciplinary journals where reviewers skim the methods section and focus on the application. At Statistics Journal, the methods are the point. Expect detailed comments on notation consistency, asymptotic properties, simulation design, and the choice of baseline comparisons. Here is a counter-intuitive thing most people miss: the journal accepts applied methodological papers, not just theoretical ones. A paper that proposes a new algorithm and validates it on real datasets with thorough simulations can be accepted just fine. But the simulation study has to be rigorous. I have seen papers get desk-rejected because the simulation setup was too thin. Ten datasets, three sample sizes, one competing method. That is not enough. The reviewers want to see sensitivity analysis across multiple data-generating processes and comparisons to at least three baseline methods. Another thing beginners get wrong is the novelty framing. If you propose a minor modification to an existing method, the paper needs to clearly articulate why that modification matters. What problem does it solve that the original method cannot? "We improve performance" is not a sufficient argument. You need to show the mechanism of improvement and where it breaks down. The best papers I have read there were honest about limitations, not just promotional about strengths.
Get the Full Details
After Acceptance
Once your paper is accepted, the production process moves relatively quickly. IOS Press handles the typesetting and you get galley proofs to check. This is where most authors make the mistake of rushing through the proof stage. I once approved my proofs without checking the equation numbers because the LaTeX rendered looked correct to me. Two days later the production team flagged that equation 14 had been renumbered to 13 in the final layout and the text citation was wrong. Fixing it required a formal correction notice. Check everything, even the things that look fine. The open access option is available through the IOS Press hybrid model. If you choose open access, you pay an article processing charge. For most researchers working without grant funding, the traditional subscription route is the default choice. Your paper will still be available through institutional access, which means most people who need it can get it anyway. The open access premium only really matters if you expect a broad non-academic audience.
Where This Journal Falls Short
Statistics Journal has a modest impact factor compared to top-tier statistics outlets like JRSS-B or Annals of Statistics. If you are early in your career and need a high-impact publication for tenure or a job market, this journal will not carry the same weight. It is better suited for methodologists who want a reliable venue that treats their work seriously without the brutal rejection rates of the elite journals. The journal also has a narrower scope than you might assume from the title. It is not a general statistics journal in the sense of accepting papers about statistics education, historical surveys, or broad disciplinary reviews. If your paper is more of a policy piece or an educational contribution, you would be better served by Statistica Sinica or the American Statistician. Statistics Journal is focused on methodological contributions with mathematical or computational substance. Another practical limitation is the turnaround time for revisions. The journal gives you a fixed deadline for resubmission, usually six weeks, and extensions are granted reluctantly. If you are juggling teaching and other research commitments, this can be stressful. I have watched colleagues lose good reviews because they asked for a four-week extension and the editor said no. Plan your revision timeline accordingly. Do not assume you will have the luxury of extra time.
If you are looking for the fastest possible publication, consider a preprint route first. Posting your work on arXiv or a discipline-specific server before or during the review process is common practice and does not violate the journal's policy. This lets you establish priority while the formal review runs its course. I have done this for every submission to Statistics Journal and it has never caused any issues with the editorial office.
