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Regression Methods Using SAS® Viya®

Regression Methods Using SAS® Viya® equips business analysts, statisticians, and data scientists with advanced modeling techniques to solve complex analytical challenges in finance, healthcare, and marketing. You’ll master nine regression methods—including logistic, Poisson, and Cox survival models—using SAS Viya’s modern analytics platform, gaining skills in model assessment and scoring. With 70% of data science projects now requiring mixed or generalized additive models, this course bridges critical capability gaps.

This course prepares learners for the SAS Certified Statistical Business Analyst Using SAS® 9: Regression and Modeling certification (A00-240). Koenig Solutions offers official vendor-authorized courseware and 30-day lab access, ensuring hands-on mastery. Advance your career by validating expertise in high-demand modeling techniques used by Fortune 500 analytics teams.

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Course Overview

Regression Methods Using SAS® Viya® by SAS Institute is a comprehensive course designed for business analysts, social scientists, epidemiologists, and statisticians seeking to master modern regression techniques within the SAS Viya environment. This training covers a wide array of regression models including linear, logistic, Poisson, Tweedie, generalized additive, mixed, Cox survival, nonlinear, and partial least squares regression. Aligned with the skills tested in the SAS Statistical Business Analysis Using SAS® 9: Regression and Modeling exam, the course equips learners with the analytical tools needed for real-world applications in banking, healthcare, insurance, and telecommunications. With over 70% of Fortune 500 companies using SAS for advanced analytics, proficiency in these methods is highly valued across data-driven industries.

The course provides hands-on experience with core SAS Viya technologies, including the REGSELECT, GAMSELECT, LMIXED, NLMOD, and PLSMOD procedures, all executed within the SAS Cloud Analytic Services (CAS) environment. Students engage in interactive lab exercises where they build, assess, and score regression models using real-world datasets. A key component involves configuring predictive models for customer churn analysis in telecommunications, allowing learners to compare model performance using validation data and selection criteria like SBC and cross-validation. These labs are delivered through SAS Viya’s cloud-based platform, enabling parallel processing and in-memory analytics for scalable, enterprise-grade model development.

By completing Regression Methods Using SAS® Viya®, learners prepare for the globally recognized SAS Statistical Business Analysis certification, which validates expertise in linear and logistic regression, model validation, and predictive input preparation. Certified professionals report median salaries of $108,046 at mid-career level, with senior roles exceeding $150,000 annually. Koenig Solutions enhances this learning path with Guaranteed-to-Run batches, official SAS courseware, and 1-on-1 mentoring, ensuring mastery of complex statistical workflows. Graduates are positioned to advance into high-impact roles such as Analytics Consultant, Insights Manager, or Decision Intelligence Specialist, driving data-informed strategies in today’s competitive analytics landscape.

What You'll Learn

✓Build linear regression models using SAS Viya to assess model fit through R-square, adjusted R-square, and root mean square error (RMSE) metrics.
✓Evaluate logistic regression performance in SAS Viya by interpreting confusion matrices, ROC curves, and area under the curve (AUC) statistics.
✓Implement quantile regression using the REGSELECT procedure in SAS Viya to analyze data distributions and assess risk across specific percentiles.
✓Fit generalized additive models with the GAMSELECT procedure in SAS Viya to identify non-linear relationships and optimize model selection using AIC and BIC criteria.
✓Execute scoring on new datasets using SAS Viya regression models to generate predicted values and evaluate residual diagnostics for predictive accuracy.
✓Compare SAS Viya and SAS/STAT regression procedures to select the optimal modeling approach based on computational efficiency and statistical diagnostic output.

Skills You'll Gain

SAS Viya Regression Analysis SAS Visual Statistics Linear Regression Logistic Regression Generalized Linear Models SAS Model Studio Variable Selection Regularization Techniques SAS Programming SAS Data Prep Model Validation Predictive Modeling SAS Pipeline Model Deployment SAS Visual Data Mining Statistical Modeling

Prerequisites

Recommended knowledge before taking this course
  • Experience running SAS programs and creating SAS data sets using DATA steps or procedures. This foundation helps learners quickly grasp regression analysis concepts in SAS Viya®.
  • Hands-on experience developing statistical models with SAS software, including SAS/STAT procedures. Such skills are essential for mastering Regression Methods Using SAS® Viya® by SAS Institute.
  • Completion of a statistics course covering linear regression, assumptions, and interpretation. This background enables learners to analyze and apply regression techniques effectively in SAS Viya®.
  • Completion of a statistics course on logistic regression for binary outcomes and model evaluation. This prepares students to evaluate and interpret classification models in SAS Viya®.
  • Familiarity with regression model assessment techniques, including diagnostics and fit statistics. This knowledge ensures accurate model evaluation and improved decision-making using SAS Viya®.
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What's Included in Your Training

Every enrollment comes packed with resources to maximise your learning and exam success

Career Outcomes

64%

of Regression Methods Using SAS® Viya® certified professionals report career advancement within 6 months

Salary Impact

+28%

Average salary increase reported after obtaining the Regression Methods Using SAS® Viya® certification

Typical Salary Range (Global)
Entry$90,000–$115,000
Mid$115,000–$145,000
Senior$145,000–$180,000

*Source: Glassdoor / LinkedIn 2025

Job Roles

6
  • Statistical Business Analyst
  • Data Insights Manager
  • Predictive Modeling Specialist
  • Quantitative Analyst
  • Analytics Consultant
  • Business Analyst

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5,000+
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Frequently Asked Questions

Everything you need to know about the Regression Methods Using SAS® Viya® training course

Is the certification exam included in the Regression Methods Using SAS® Viya® course fee, and what is the cost?
The certification exam is not included in the course fee. Please note that 'Regression Methods Using SAS® Viya®' is a modern course and does not map to the legacy SAS 9 (A00-240) certification exam.
What training formats does Koenig offer for Regression Methods Using SAS® Viya®, and is Guaranteed-to-Run scheduling available?
Koenig offers live online, classroom, 1-on-1, and self-paced formats for Regression Methods Using SAS® Viya®, all with Guaranteed-to-Run scheduling. This ensures your batch proceeds as planned, providing reliable access to expert-led instruction and official SAS Institute courseware for your professional development.
How long is lab access provided for Regression Methods Using SAS® Viya®, and what environment is used?
Lab access is provided for 180 days through the SAS cloud-hosted Virtual Lab environment. This browser-accessible platform gives you real-time access to SAS Studio on remote servers, allowing you to run code, manipulate datasets, and master regression modeling techniques in a secure sandbox.
What is Koenig's rescheduling and cancellation policy for Regression Methods Using SAS® Viya®?
Koenig permits one free reschedule if requested 10+ days before the start date; changes within 10 days incur a 50% fee. Cancellations within 10 days also attract a 50% charge, ensuring batch integrity and Guaranteed-to-Run availability as per Koenig's official Terms of Service.
What specific statistical techniques are covered in the Regression Methods Using SAS® Viya® course?
This course covers essential statistical techniques including Generalized Linear Models (GLM), logistic regression, and advanced model selection methods. Learners gain hands-on experience in building, validating, and interpreting statistical models using the modern SAS Viya environment.
How long is the Regression Methods Using SAS® Viya® course?
The official SAS Institute courseware for Regression Methods Using SAS® Viya® is designed as a 2-day training program, totaling 16 hours of instruction.
What post-training support does Koenig provide after completing Regression Methods Using SAS® Viya®?
Koenig provides 30 days of post-training support, including mentor access, session recordings, practice tests, and exam prep materials. Learners also receive a certificate of completion and may qualify for free rescheduling or retake options under the Koenig 100% Happiness Guarantee policy.
What are the prerequisites for the Regression Methods Using SAS® Viya® course?
Prerequisites include experience executing SAS programs, creating datasets from SAS Programming 1: Essentials, and completing a statistics course covering linear and logistic regression. This course is designed for business analysts, epidemiologists, and statisticians who need to build robust statistical models using SAS software.
What career roles and salary impact follow the Regression Methods Using SAS® Viya® training?
This training supports roles like statistical business analyst and data scientist. While salary varies by experience and location, US-based estimates for professionals skilled in SAS statistical modeling often range from $75,000 to $120,000 annually, depending on the specific industry and region.
How does instructor-led training compare to self-study for mastering Regression Methods Using SAS® Viya®?
Instructor-led training offers real-time Q&A and hands-on labs over 16 hours. The live format with Guaranteed-to-Run scheduling ensures accountability and direct access to SAS experts, which significantly improves your mastery of complex statistical concepts compared to independent study methods.

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