DOCUMENTATION
  • Software
    • Software
    • SAS Viya
    • Industries
    • Solutions
    • Products
  • Learn
    • Learn
    • Training
    • Certification
    • Academics
    • Books
    • Video Tutorials
  • Support
    • Support
    • Communities
    • Documentation
    • Developers
    • Support & Services
    • User Groups
  • About Us
    • About Us
    • Why SAS?
    • Company
    • Careers
    • Newsroom
    • Events
    • Contact Us
  • Explore
    • Explore
    • Try & Buy
    • Why SAS?
    • Customer Stories
    • Partners
    • Consulting
  • Software
  • SAS Viya
  • Industries
  • Solutions
  • Products
  • Learn
  • Training
  • Certification
  • Academics
  • Books
  • Video Tutorials
  • Support
  • Communities
  • Documentation
  • Developers
  • Support & Services
  • User Groups
  • About Us
  • Why SAS?
  • Company
  • Careers
  • Newsroom
  • Events
  • Contact Us
  • Explore
  • Try & Buy
  • Why SAS?
  • Customer Stories
  • Partners
  • Consulting
  • Contact Us
Sign In

Create Profile

My SAS

Get access to My SAS, trials, communities and more.

SAS Sites

sas.com
Support
Blogs
Communities
Developer
Curiosity
Videos

Documentation

Learn
Brand
PartnerNet
Merchandise
SAS® Help Center
SAS® Viya® Platform Programming Documentation
2026.08
|PDF 
Feedback
 
  • Welcome to SAS Programming Documentation
  • What's New
  • Learning SAS Viya Platform Programming
  • Syntax Quick Links
  • Python Programming
  • Advanced Analytics
    • Machine Learning
      • Getting Started with Machine Learning
      • Computer Vision Procedures
      • Computer Vision Programming Guide
      • Deep Learning Programming Guide
      • Deep Learning Model Zoo Procedures
      • Deep Learning Model Zoo Programming Guide
      • Machine Learning Procedures
        • Introduction
        • Shared Concepts
        • ASSESSBIAS Procedure
        • ASTORE Procedure
        • BNET Procedure
        • BOOLRULE Procedure
        • CSPADE Procedure
        • DYNBNET Procedure
        • FACTMAC Procedure
        • FASTKNN Procedure
        • FISM Procedure
        • FITTEDQNET Procedure
        • FOREST Procedure
        • FPCA Procedure
        • FPCASCORE Procedure
        • GMM Procedure
        • GPCLASS Procedure
        • GPREG Procedure
          • Overview
          • Getting Started
          • Syntax
          • Details
            • Gaussian Process Regression
            • Kernel Types
            • Optimization
            • Missing Values
            • Random Seed
            • Displayed Output
            • CAS Table Output
            • ODS Table Names
          • Examples
          • References
        • GRADBOOST Procedure
        • GVARCLUS Procedure
        • KPCA Procedure
        • LIGHTGRADBOOST Procedure
        • LIME Procedure
        • MBANALYSIS Procedure
        • MTLEARN Procedure
        • MWPCA Procedure
        • NNET Procedure
        • NOMINALDR Procedure
        • OPTBINNING Procedure
        • PARTIALDEPEND Procedure
        • PATHING Procedure
        • PREFIXSPAN Procedure
        • RECASSESS Procedure
        • RECENGINE Procedure
        • REGISTERMODEL Procedure
        • RPCA Procedure
        • SEMISUPLEARN Procedure
        • SEQMC Procedure
        • SHAPLEY Procedure
        • SMOTE Procedure
        • SPARSEML Procedure
        • STYLEGAN Procedure
        • SVDD Procedure
        • SVMACHINE Procedure
        • TABULARGAN Procedure
        • TEXTMINE Procedure
        • TMSCORE Procedure
        • TSNE Procedure
      • Machine Learning Programming Guide
      • NETWORK Procedure
      • Real-Time Entity and Network Generation Procedures
      • SAS Reinforcement Learning Programming Guide
    • Econometrics
    • SAS Enterprise Miner: High-Performance Procedures
    • Forecasting
    • IML (Interactive Matrix Language)
    • Optimization and Simulation
    • Quality Control
    • Statistics
    • SAS Visual Analytics Programming Guide
    • Text Analytics
  • Data Access
  • Cloud Analytic Services
  • SAS Language Reference
  • Migrating to UTF-8
  • Example Data Sets
  • SAS Code Debugging
  • Output and Graphics
  • In-Database Processing
  • Security and Administration
  • SAS Servers
  • Using the batch Plug-In for the SAS Viya CLI
  • Accessibility on the SAS Viya Platform
  • SAS Data Quality
  • SAS Job Execution Web Application Doc Link
  • SAS Job Execution Web Application
  • SAS Data and AI Studio
  • SAS Visual Analytics
  • SAS Viya Platform: Administration
  • SAS Viya Platform Operations
  • Other Resources
Machine Learning Procedures
 

GPREG Procedure

Overview
Getting Started
Syntax
Details
Examples
References

CAS Table Output

Subsections:
  • Output
  • Inducing Points Table
  • Variational Covariance Table
  • Analytic Store Table

PROC GPREG produces results of the Gaussian process regression analysis in the following output CAS data tables.

Last updated: August 06, 2026
Privacy Statement Terms of Use 
Copyright © SAS Institute Inc. All Rights Reserved