Regression Techniques

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Course No: PA0143
This is an advanced level course on regression analysis using various software like SAS, SPSS and R. It introduces concepts of various forms of regression analysis and the fitness of final regression models.


This  course will be useful for all those who want to venture into data analysis using SAS ans is useful for following roles

  • Data Analyst
  • Researcher in Social Science, Engineering and Science
  • Business Analyst
  • Manager
Oh Yeah! We have some pre-requisite for this course. These are not mandatory but having them will certainly be a benefit for you.

  • Basic Desk top processing
  • Basic Applied Statistics
  • Basic Data Interpretation

  • Data transformation, splitting, overfitting, oversampling, Missing Values, Outliers, categorical inputs
  • variable clustering, variable screening, subset selection
  • Linear Regression, Logistic Regression, Spline and other curvilinear regressions
  • Assumptions and Model Fit
  • Metrics for Evaluation : odds ratio, probabilities
  • Model Comparisons, Evaluation and Assessments: ROC curves and Lift charts, optimal cutoffs, K-S statistic,
  • c statistic, profit / loss
  • Programming Practice

Regular

$350

₹ 18,900
  • Slides Booklet
  • Tools/SW
  • Lab Booklet with Code Scripts
  • Class Room Demo
  • Hands On Training
  • Training Videos
  • Cloud Lab Access
  • Lifetime Support
  • Deliverable On Site
  • 30 Hours Class
$ 350

₹ 18,900

DLP

$225

₹ 12,100
  • Slides Booklet
  • Tools/SW
  • Lab Booklet with Code Scripts
  • Class Room Demo
  • Hands On Training
  • Training Videos
  • Cloud Lab Access
  • Lifetime Support
  • Deliverable Via Post
  • 3 Months Access
$ 225

₹ 12,100

Online

$175

₹ 9,500
  • Slides Booklet
  • Tools/SW
  • Lab Booklet with Code Scripts
  • Class Room Demo
  • Hands On Training
  • Training Videos
  • Cloud Lab Access
  • Lifetime Support
  • Deliverable Via Downloads
  • 3 Months Access
$ 175

₹ 9,500

Virtual Class

$300

₹ 16,200
  • Slides Booklet
  • Tools/SW
  • Lab Booklet with Code Scripts
  • Class Room Demo
  • Hands On Training
  • Training Videos
  • Cloud Lab Access
  • Lifetime Support
  • Deliverable Via Downloads
  • 30 Hours Virtual Class
$ 300

₹ 16,200

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