Detailed Expertise
Here is a sample of some of the analytical tools with which we are familiar:
- Univariate and Multivariate Statistical Analysis
- Various forms of Regression Analysis (e.g., Multiple Regression, Logistic Regression, Non-Linear Regression, Ridge Regression, LASSO, etc.)
- Survival Analysis (Cox, Competing, and Longitudinal Joint modeling)
- Time Series Analysis
- Fourier Transforms, Wavelet Decomposition, Kalman Filtering
- Noise removal, Image reconstruction.
- Panel Analysis/Longitudinal Studies
- Survey Analysis (e.g., Development, Reliability/Validity testing of existing surveys)
- Statistical Power Analysis for Sample Size determination
- Markov Chain Monte Carlo simulations
- Nonparametric Methods
- Hierarchical Linear Models
- Structural Equation Modeling (SEM), Confirmatory and Exploratory Factor Analysis (CFA and EFA), Multidimensional Scaling, and Path Analysis
- Machine Learning and Artificial Intelligence (AI)
- Various Bootstrapping and Jackknife techniques
- Deterministic and Statistical Signal and Image Processing
- Wide-field and Interferential Microscopy, Phase unwrapping
- Pattern Detection, Classification, and Segmentation
- Our statistical consultants are trained experts in a variety of statistical software packages, including: R, SPSS, AMOS, Matlab, SAS, LISREL, Python, TensorFlow, C/C++, C#, VB, and Visual NET libraries.
Offered Services:
- Advice
- Data analysis and modeling
- Data management, mining, and visualization
- Signal and Image Processing and Reconstruction
- Computational Microscopy
- Full software integration from development models to commercial libraries
- Innovation & research for hard to solve problems
- Graphics
- Grant proposal
- Manuscript preparation
- Research design
- Review
- Sampling
- Significance
- Simulation
- Survey analysis
- Technical reports
- Testing