01 INTRODUCTION
Trusted By Forward-Thinking Sports Organizations
Applied across professional and collegiate sports to support high-stakes decision-making in uncertain environments.
Collegiate
Sports
Basketball
Baseball
Soccer
Football
AND MORE
SPORTS WE SUPPORT
Who We Are
A leader in sports analytics and predictive technology, offering cutting-edge solutions to teams, analysts, and sports professionals.
CSA deploys a groundbreaking model-free prediction system called Relevance-Based Prediction (RBP) that offers compelling advantages over conventional methods such as linear regression analysis as well as more advanced AI models such as neural networks.
02 SOLUTIONS
Solutions
We deliver flexible, client-specific analytics solutions, offering both ready-to-use tools and customized prediction workflows depending on goals, data, and technical expertise.
03 METHOD
The Methodology
Relevance-Based Prediction (RBP) is a model-free forecasting framework designed to overcome the limitations of both classical statistical models and black-box AI.
RBP forms predictions as weighted averages of past observations, with weights determined using fundamental principles of information theory to identify the most relevant observations and predictive variables for each prediction task.
By evaluating thousands of combinations of observations and variables, RBP extracts as much information from complex datasets as AI models. Unlike AI models, however, RBP reveals exactly how each observation and variable contributes to every prediction.
For readers interested in the technical foundations of Relevance-Based Prediction, we’ve published detailed research papers covering its theory, validation, and empirical performance.
04 APPLICATION
Built For
Build strong rosters with transparent projections, reliabilty measures, and relevant comparisons that support smarter personnel decisions
Support pre-game planning and in-game decisions with reliable forecasts tailored to specific opponents and situations.
Identify talent more effectively with transparent projections, relevant player comparisons, and insights into future performance.
Assess player value, future performance, and risk to support contracts, free agency decisions, and roster planning.
Access flexible prediction tools, custom research, and expert support tailored to your organization's needs.
/01
Roster Construction
/02
Game Strategy & Forecasting
/03
Player Evaluation & Scouting
/04
Contract & Market Analysis
/05
Custom Analytics & Support
Cambridge Sports Analytics
245 Main Street, 11th Floor
Cambridge, MA 02142
Contact: prediction@csanalytics.io