Maurentia – where data meets science
Maurentia has a wide range of expertise that we leverage to help our clients. Many of our team members not only use these methodologies but they also help expand and improve them via original research and journal publication.
Areas of Expertise
Data Design
- Design of experiments
- Randomization
- Imputation
- Sample size estimation/Power Analysis
- Data processing & Reconciliation
- Sampling/resampling: bootstrap, jackknife, etc
Traditional Analysis
- Linear regression
- Logistic regression
- Generalized linear mixed models
- Longitudinal data analysis
- Hypthesis testing
- Survival analysis
- Categorical data analysis
- Spatial Epidemiology
- ANOVA/ANCOVA
- Inference & Information Theory
- Bayesian Modeling & Inference
- Nonparameteric Statistical Methods
- Time Series
Graphics and Visualization
- Cartography/map visualization
- Geographic Information Systems (GIS)
Big Data
- Data mining
- Random forests
- Hierarchical clustering
- SVM
- Machine learning
- Artificial Neural Networks
- Computation Complexity/Algorithms
Other
- MCMC
- Derivatives & Options Construction
- Graph Theory
- Clinical trials
- High Throughput Genomics, Proteomics & Transcriptomics
- Spatio-Temporal Modeling
- Numerical Solutions
- Bioinformatics
- Actuarial Science
- Environmental Epidemiology
Programming Expertise
Statistical Languages
- R/SPlus
- SAS
- Stata
- SciPy/NumPy
- JMP
- SPSS
- ArcGIS
- WinBUGS
General Purpose Languages
- C/C++
- Java
- Python
- Bash Scripting
- Visual Basic
Web/Presentation Languages
- HTML
- Javascript
- PHP
- SQL