0G073G – Advanced Techniques: Regression

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Advanced Techniques: Regression is a 3 day course that examines regression techniques used to explore the relationships between interval scale variables in detail. Students will develop an understanding of when to apply each technique, how to apply it and how to interpret the results. Additionally, the course will cover some preliminary data analysis steps, how to check the underlying assumptions and suggestions of how to proceed when your assumptions fail.

Course Length: 3 day(s)

Course Price: $2100 CAD

Available Course Formats:

  • In-class
  • Instructor Led Online
  • Self-Paced Virtual Classroom

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Course: 0G073G – Advanced Techniques: Regression

Running stepwise regression

Stepwise regression output

Running multiple regression

Assumptions of the linear model

Residuals and influential points

Introduction to regression

Simple regression output

Fitting lines to data

Logistic regression output

Running logistic regression

Influential points and multicollinearity

Examining the data

Running simple regression

Multiple regression output


This advanced course is for:

  • Those who want to know when to use and how to set up regression in SPSS as well as how to interpret the results
  • SPSS users who want to improve their understanding of regression techniques


  • Interest to know when to use and how to set up regression in SPSS as well as how to interpret the results
  • Interest in regression techniques
  • User of SPSS for Windows Base System, SPSS Regression Models, and SPSS Advanced Models

Instructor Led In Classroom

Newcomp can directly deliver  IBM Business Analytics courses for Business Intelligence, Performance Management, and IBM Advanced Analytics through the use of in-class training facilities.

Currently,  in-class courses are offered in Markham, Ottawa, Vancouver, Halifax, and Edmonton. Please note that classes can be added to new areas based on demand.

Instructor Led Online

Students receive the same quality as an in-class course, with a live instructor and the ability to participate in hands-on labs through real-life examples

ILOs help cut costs by reducing time and travel as they can be taken from home or the office and require only the use of a computer, high-speed wired internet and a headset.


Students can receive the same high-quality training, with the same courseware at their own speed and schedule with SPVC. Individuals with busy schedules can complete a course over a 30-day timeframe at a lower price than in-class or ILO courses. Please note that there is no live interaction with an instructor in this format.


This course is available on-demand: request a specific course, location, time frame and/or format by completing this form. This offering increases schedule flexibility and allows us to accommodate people with different availabilities.

Customized Courses

On-site courses can also be customized based on user roles and needs within your organization. This option allows lower costs in travel and time and increased flexibility in scheduling. This format also enables students to work with the organization's data - adding value to the learning experience. This makes the training relevant and applicable to the students; daily tasks and therefore, results in a quicker path to productivity.