Biostatistics & Programming
Our Biostatistics Unit provides the latest in biostatistical and information science expertise to a wide range of clients. We can assist our clients in program strategy, protocol development, CRF design, analysis plan development, and randomization schedule generation.
We have extensive experience in generating analysis datasets, programming tables/figure/listing packages, in-text tables for report writing, and case report tabulations for electronic submissions. We can provide strong statistical consulting and programming support utilizing sound scientific reasoning and the latest computing technology.
We can help you with following services:
- Study design and protocol development
- Sample size determination
- Statistical analysis plan development (including table/figure/listing shells)
- Data monitoring committee support
- Statistical report writing
- Statistical tables/listings/figures generation
- Analysis dataset generation
- Conversion of clinical study datasets to conform with CDISC/SDTM standards
- Standard Operating Procedure (SOP) writing
- Customized SAS macro generation
- SAS edit generation
- Data cleaning report generation
- Patient profile generation
- Data import programming
Our team is comprised of Masters and PhD level biostatisticians and data managers who can help you design your study and conduct quantitative analysis of your data. We can help with advancedservices that includes:
Data Mining
- Machine Learning
- Pattern Recognition
- Neural Networks
- Fuzzy Sets
- Multilayer Perceptron (MLP)
- Support Vector Machines (SVMs)
- Discrete Wavelet Transformation (DWT)
- Fast Fourier Transform (FFT)
- Boosting
Cost-effectiveness & Finance
- Agent-Based Model (ABM)
- Stress Testing
- Backtesting
- Valuation
- Loss Mitigation
- Brownian Motion
- Stochastic Differential Equations (SDE)
Outcome Research
- Psychometrics
- Cross Validation
- Item Response Theory
- Score Augmentation
- Differential Item Functioning (DIF)
- Local Independence
- Multidimensional IRT Models
- Multifacet IRT Models
- Latent Regression
- Testlet
- Structural Equation Modeling
- Longitudinal Factor Analysis
- Generalized Latent Variable Modeling
- Growth Curve Modeling
- Mediation and Moderation Analyses
- Monte Carlo Simulations