marriott-stats.com

What is Marriott Stats?

Marriott Stats is a statistical consulting practice offering data analysis and expert witness services. Its work is aimed at organisations and legal teams that need quantitative evidence handled rigorously rather than by generalist analysts.

Core services

• Statistical consulting — designing analyses, interpreting results and advising on methodology.
• Data analysis — working with client datasets to answer specific empirical questions.
• Expert witness work — statistical evidence and reports suited to litigation or dispute resolution, where findings must withstand scrutiny.
• Pay gap analytics — examining pay differences across groups, typically for employers or regulators.
• Newsletter — updates on statistical topics and practice news, available by subscription.

Who it suits

Clients may include law firms needing a credible statistical opinion, employers assessing pay equity, and organisations without in-house statistical expertise. The combination of consulting and expert witness work suggests a practice oriented toward defensible, well-documented analysis rather than routine business reporting.

Trade-offs

A specialist consultancy can offer depth and independence that internal teams may lack, but engaging one typically involves briefing time, data preparation and cost. For straightforward descriptive reporting, that may be more than is needed; for contested or technically complex questions, it is often the safer route.

Pricing is not stated on the information available, so enquiries would be needed.

What statistical consulting services does Marriott Stats offer?

Marriott Stats presents itself as a statistical consulting practice covering three broad areas: consulting, data analysis and expert witness work.

Consulting and analysis The site is aimed at organisations and individuals who need statistical input but not a full-time statistician. Typical work in this field includes designing studies or surveys, choosing appropriate methods, analysing datasets, and explaining results in plain language for non-specialists. The site also highlights pay gap analytics, which usually means measuring and interpreting differences in pay across groups — relevant to employers preparing reports or responding to scrutiny.

Expert witness work The expert witness strand is suited to legal teams and parties in disputes where statistical evidence matters, such as employment, discrimination or pay-related cases. An expert may be asked to review another party's analysis, produce their own calculations, or explain findings to a court or tribunal.

Who it is for

• Businesses and public bodies needing analysis or pay gap reporting
• Lawyers and HR teams requiring statistical evidence
• Researchers or analysts wanting methodological advice

Trade-offs A specialist consultancy can offer focused expertise and flexibility compared with hiring in-house staff, but availability, scope and cost depend on the individual engagement. A newsletter subscription is offered for those who want updates rather than a one-off project.

How can Marriott Stats assist with data analysis for my business or research?

Marriott Stats is a statistical consulting practice focused on data analysis, statistical modelling and expert witness work. It is suited to organisations and researchers that need rigorous analysis but do not employ a full-time statistician.

Typical support

• Designing studies and surveys, including sampling and sample-size questions.
• Analysing existing datasets: cleaning, exploratory analysis and formal modelling.
• Interpreting results and communicating them to non-specialist audiences.
• Preparing statistical evidence or reports for legal and regulatory contexts, where the expert witness role applies.
• Pay-gap and equality-style analytics, indicated by a dedicated pay-gap section on Marriott Stats.

Who it fits

Businesses may use it for customer, operational or HR data where decisions depend on whether a pattern is real. Academic and public-sector researchers may use it for methods advice, second opinions on analysis, or extra capacity at busy stages. Legal teams may engage it when a case turns on quantitative evidence.

Trade-offs

A specialist consultancy typically offers depth and flexibility that general analysts lack, but you normally need to share data and context, and turnaround depends on scope. It is less suited to routine dashboarding or ongoing data engineering. A newsletter subscription is available for updates; project pricing is not stated on the site, so costs should be discussed directly.

What types of cases does Marriott Stats handle as an expert witness?

Marriott Stats is a statistical consulting practice that includes expert witness work alongside data analysis and general consulting. Its expert witness role is typically suited to matters where statistical method, data interpretation or quantitative evidence is disputed or needs independent review.

Likely case types include:

• Employment and pay disputes – the site highlights pay gap analytics, which points to equal pay, discrimination and remuneration reviews.
• Commercial and contractual disagreements – sampling, sales data, forecasting or damages calculations may require statistical scrutiny.
• Regulatory or compliance matters – where a regulator or court needs a defensible statistical assessment.
• Public sector and policy disputes – statistics used in funding, performance or eligibility decisions.

The practical value is in explaining methods clearly to non-specialists, checking the other side's calculations and presenting findings in a report or testimony. Trade-offs: a specialist statistician is useful when the core dispute is quantitative, but less relevant where the disagreement is purely legal or factual. Detailed case lists, jurisdictions and fee structures are not stated in the supplied information, so those should be confirmed directly with Marriott Stats.

Does Marriott Stats provide pay gap analytics, and how does it work?

Marriott Stats lists pay gap analytics among its services, alongside statistical consulting, data analysis and expert witness work. The site's pay gap offering is aimed at organisations that need to measure, explain and report differences in pay between groups — typically by gender, and often by ethnicity or other characteristics too.

In practice, a pay gap analysis usually involves:

• Data preparation — cleaning payroll and workforce records so job levels, hours, allowances and bonuses are comparable.
• Calculation — producing headline gap figures (mean and median) and, where relevant, equal-pay comparisons between similar roles.
• Decomposition — separating the portion of a gap explained by factors such as grade, tenure or working pattern from the unexplained remainder.
• Reporting — presenting results clearly enough for boards, regulators or published disclosures.

The audience is typically HR, reward and diversity teams, legal advisers, and organisations facing regulatory reporting duties or tribunal claims. Because the same practice offers expert witness services, it may also be suited to cases where pay data must be defended or challenged.

The trade-off is one common to specialist consultancies: a statistical firm can bring rigour and defensible methodology, but it is not a payroll system, so the work depends on the quality of data the client supplies. The site mentions a newsletter subscription; pricing is not stated in the supplied information.

How can I subscribe to the Marriott Stats newsletter?

To subscribe to the Marriott Stats newsletter, visit Marriott Stats and look for a newsletter signup link, typically found in the site's blog section or footer. The site's own subscription page is the authoritative place to confirm the current process, as forms and mailing providers can change.

What to expect

• Newsletters from statistical consultancies often cover methods, case notes and updates on services such as data analysis and expert witness work.
• Subscribing usually means providing an email address and confirming consent; you may be able to choose topics or frequency.
• An unsubscribe link is normally included in each mailing.

Who it suits

The newsletter is suited to analysts, researchers, legal teams and organisations wanting practical statistical commentary. It is less relevant if you need immediate, project-specific advice — a direct enquiry is usually better for that.

Trade-offs

• Benefit: low-commitment updates and occasional insight without booking a consultation.
• Cost: email volume and relevance vary, so subscribe only if the topics match your work.

If no signup form is visible, use the site's contact route to ask how to be added.