Data Analytics Group

Econometrica’s Data Analytics Group is a team of technical experts skilled in data science and machine learning, data engineering and data analysis, economic and regulatory analysis, and advanced statistical and evaluation methods.

ENERGY
EVALUATION

HEALTH DATA
ANALYTICS

FEDERAL PROGRAM
COMPLIANCE ANALYTICS

MARITIME &
WATER RESOURCES

TRANSPORTATION
HEALTH EQUITY

*Asterisk Fields Required

Data Science & Analytics

Q

Our Capabilities

MACHINE LEARNING/ARTIFICIAL INTELLIGENCE

Text mining
Natural language processing
Reinforcement learning
Supervised and unsupervised machine learning methods
Model tuning and feature selection techniques

ECONOMIC ANALYSIS/SUPPORT

Analytics such as benefit-cost analysis (BCA), cost-effectiveness analysis (CEA), break-even analysis, and return on investment (ROI).
Regional economic impact analyses, including the estimation of direct, indirect, and induced impacts
Economic models for simulation, estimation, and forecasting purposes
Risk and uncertainty analyses, including Monte Carlo simulation and solutions for addressing low-probability, high-consequence (LPHC) events
Support for all phases of the Federal rulemaking process

PROGRAM EVALUATION AND COMPLIANCE ANALYSIS

Fraud, waste, and abuse detection
An agile evaluation approach featuring rapid-cycle analytics
Impact evaluations using comparison group designs, including statistical matching and difference-and-differences approaches
Mixed-methods evaluation designs that combine qualitative and quantitative approaches
Collection and analysis of qualitative and quantitative primary data
Design, testing, and administration of surveys

DATA VISUALIZATION

Customized infographics and maps
Interactive dashboards that are accessible across multiple platforms
Dynamic dashboards for multi-user role-level security environments

DATA ENGINEERING

Extract, transform, load (ETL), data frame design, data storage
Data cleansing/preparation, conversion, quality assurance
Requirements, parallel programming, code review, testing
Statistical programming, data analysis
Application development, API/web scraping

STATISTICS ANALYSIS AND SAMPLING

Customized statistical sampling plans
Parametric and non-parametric statistical modeling
Generalizable statistical and hypothesis testing
Forecasting and predictive analytics
Geospatial analysis

Our Team’s Skills and Expertise

Technical SMEs with extensive experience in leading complex analytical projects.
Certified and experienced data scientists, computer programmers, economists, statisticians, and program evaluators.
Experts working across different analytical platforms and subject areas.
Designers and implementation of cloud solutions for government agencies.
Staff at all levels with public trust and higher-level clearances
Programmers with experience in Python, R, SAS, STATA, JavaScript, Java, Matlab, Scala, and other languages.