Biostatistics & statistical consulting
BNOSAC consultants have worked in biostatistical projects for several years, using SAS and working with hierarchical models and survival analysis. Pharmaceutical companies are beginning to use R. We help in the use of R/Bioconductor/Openbugs for analysis and reporting.
This includes the following
Biostatistics
- Sample size and power calculations
- Design of Experiments
- Statistical analysis for clinical trials.
- Automation of reports
- Mixed modelling
- Bayesian analysis
- Survival analysis
- Matching
- Help in the use of bioconductor packages
Statistics
BNOSAC experts gives consulting for the use of statistical modelling within commercial environments. We give pratical introductions concerning the following topics using R:
- Basic statistics
- Multivariate modelling (clustering, PCA, generalized linear models) and categorical data analysis
- Predictive modelling: boosting, bagging, GAM, randomforests, SVM, neural networks and regularization techniques
- Mixed models, survival analysis, latent variable models
- Time series, state space models, filtering techniques, markov switching models and basic risk analysis
- Point pattern analysis and network analysis
- Data fusion techniques
Contact us to see if we can help.
Training
We give training in statistical methodology and statistical open source tools like R, OpenBugs and Bioconductor. More information can be found here.
