We provide custom services tailored to the requirements of the client. This ranges from brief consultations about methodology or analysis, to conducting full data analyses and scientific reporting. We offer:

  • Methodological guidance
  • Consultations about study design
  • Validation of statistical analysis
  • Tutorials and workshops for specific statistical methods
  • Collaboration on research projects
  • Data and output visualisation

We prefer to take a Bayesian approach because of the flexibility in building custom models, straightforward quantification of uncertainty, and ability to incorporate domain expertise when available. Our capabilities include, but are not limited to, the following statistical models:

  • (Generalised) linear models
  • Power analysis
  • Multivariate analysis
  • Dose-response models
  • Ordinal regression
  • Hidden Markov models
  • Item-response models
  • Gaussian processes
  • Ecological models
    • Mark-recapture
    • Multievent
    • (Dynamic) occupancy, including co-occurrence
    • (Dynamic) N/multinomial-mixture
    • Spatial mark-recapture
    • Distance sampling
    • Species distribution models

If you are interested in working with Quantecol, please get in touch.