Welcome (Fàilte)
Highland Statistics Ltd was founded more than 25 years ago by Dr. Alain F. Zuur (statistician). The company is based in Scotland and provides statistical courses and consultancy.
Statistics courses
An interdisciplinary team consisting of Dr. Alain F. Zuur (statistician) and Dr. Elena N. Ieno (biologist) offers 20 to 25 statistical online and onsite courses per year. Courses are non-technical and cover a wide range of statistical techniques. See this pdf file for a detailed description.
Upcoming onsite courses. All onsite courses are hybrid (i.e. they can be attended online live via Zoom as well).
- Multivariate Analysis -Integrating Classical Techniques with multivariate GLMM-. Wageningen, The Netherlands. 13 - 16 May 2024. Course flyer.
- Introduction to GAMM and GLMM with R - With GAM applications to spatial, and spatial-temporal data -. University of Essex, Colchester, UK. 24 - 28 June 2024. Course flyer.
- Zero-inflated GAMs for the analysis of spatial and spatial-temporal correlated data using R-INLA. Wageningen, The Netherlands. 23 - 27 September 2024. Course flyer.
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The World of Zero-Inflated Models -Using GLMs, GLMMs and multivariate GLMMs. Udny Arms hotel, Newburgh, Aberdeenshire, UK. 7 - 11 October 2024. Course flyer.
Upcoming online live courses:
- Introduction to GAM and GAMM. In-house online live course for the University of Helsinki, Finland. September 2024.
- Introduction to GLMs with spatial, and spatial-temporal correlation using R-INLA. In-house online live course for the University of Helsinki, Finland. November 2024.
Books
Our course material is based on a series of 12 statistical textbooks. The first 3 were published by Springer. One book was translated into Chinese and Japanese. We have started with a second edition of our Springer book: 'Beginner's Guide to R. With ChatGPT integration'.
We offer a "View-only" package for university and institutional libraries. Get access to all our books for all your employees.
Scientific papers
We have contributed to a large number of scientific papers, which has resulted in a long list of co-authored papers. In particular, we are first-authors of one of the most cited and downloaded papers in ecology: A protocol for data exploration to avoid common statistical problems. Zuur et al. (2010). This paper is labeled as a 'Hot Paper' in the field of Environment/Ecology by Science Watch at Thomson Reuters.
Consultancy
Highland Statistics provides statistical consultancy in various forms, e.g. help with paper submission or referee comments, guidance with statistical analyses, or analysis of data. Our input can be anything from a few hours to large projects of 50+ days. Our customers include the United Nations, NIOZ, Wageningen University, Institute of Marine Research, DFO, JNCC, Rijkswaterstaat, DEWLP, among many others.
Research
It seems like nobody comes to us for the easy stuff! Half of our consultancy work dives into territories where off-the-shelf methods just don’t cut it, often turning our projects into full-blown statistical research. And more often than not, these brain teasers end up as scientific papers!