Duration: 40 hrs
Fee: 25,000 INR

This program is appropriate for professionals who solve business problems by performing statistical analyses and predictive modeling using SAS/STAT software.

Successful candidates should have experience in

  • analysis of variance
  • linear and logistic regression
  • preparing inputs for predictive models
  • measuring model performance.

To discuss any of these capabilities further, pleaseĀ contact us.

Syllabus Content:


  • Verify the assumptions of ANOVA
  • Analyze differences between population means using the GLM and TTEST procedures
  • Perform ANOVA post hoc test to evaluate treatment effect
  • Detect and analyze interactions between factors

Linear Regression

  • Fit a multiple linear regression model using the REG and GLM procedures
  • Analyze the output of the REG procedure for multiple linear regression models
  • Use the REG procedure to perform model selection
  • Assess the validity of a given regression model through the use of diagnostic and residual analysis

Logistic Regression

  • Perform logistic regression with the LOGISTIC procedure
  • Optimize model performance through input selection
  • Interpret the output of the LOGISTIC procedure
  • Score new data sets using the LOGISTIC and SCORE procedures

Prepare Inputs for Predictive Model Performance

  • Identify potential problems with input data
  • Use the DATA step to manipulate data with loops, arrays, conditional statements and functions
  • Reduce the number of categorical levels in a predictive model
  • Screen variables for irrelevance using the CORR procedure
  • Screen variables for non-linearity using empirical logit plots

Measure Model Performance

  • Apply the principles of honest assessment to model performance measurement
  • Assess classifier performance using the confusion matrix
  • Model selection and validation using training and validation data
  • Create and interpret graphs (ROC, lift, and gains charts) for model comparison and selection
  • Establish effective decision cut-off values for scoring

To discuss any of these capabilities further, pleaseĀ contact us.

About us

Easy Analytics Solution Labs is data sciences company helping organizations uncover valuable insight from large amounts of data through complex data solution architecture. We provide data solutions for Acquisition, Extraction, Cleansing, Processing, Mining, Reporting and Modeling to give our customers a competitive edge. At the other end of the spectrum are information packs, which are used by middle-to-senior-management to make longer-term strategic decisions that matters.

EASL offers analytics training that can change your career. We offer comprehensive training packages on SAS Analytics and MIS & related application to build skills of student or professional to change their career graph. Our training program is designed not only for those with degree in Computer Science, but also for professionals from different backgrounds like B.A. & B.Sc. Programmers / Analyst who want to change their technologies to SAS should also attend this course.

Copyright © 2013 Easy Analytics Solution Laboratory