Trending Courses

Vendors

Skip Navigation Links

Overview

This course provides an application-oriented introduction to the statistical component of IBM SPSS Statistics. Students will review several statistical techniques and discuss situations in which they would use each technique, how to set up the analysis, and how to interpret the results. This includes a broad range of techniques for exploring and summarizing data, as well as investigating and testing relationships. Students will gain an understanding of when and why to use these various techniques and how to apply them with confidence, interpret their output, and graphically display the results.
img-course-overview.jpg

What You'll Learn

  • Introduction to statistical analysis
  • Describing individual variables
  • Testing hypotheses
  • Testing hypotheses on individual variables
  • Testing on the relationship between categorical variables
  • Testing on the difference between two group means
  • Testing on differences between more than two group means
  • Testing on the relationship between scale variables
  • Predicting a scale variable: Regression
  • Introduction to Bayesian statistics
  • Overview of multivariate procedures

Who Should Attend

  • IBM SPS Statistics users who want to familiarize themselves with the statistical capabilities of IBM SPSS Statistics Base.
  • Anyone who wants to refresh their knowledge and statistical experience.
img-who-should-learn.png

Prerequisites

  • Experience with IBM SPSS Statistics (version 18 or later), or
  • Completion of the IBM SPSS Statistics Essentials course

Learning Journey

Coming Soon...

1. Introduction to statistical analysis

  • Identify the steps in the research process
  • Identify measurement levels

2. Describing individual variables

  • Chart individual variables
  • Summarize individual variables
  • Identify the normal distribution
  • Identify standardized scores

3. Testing hypotheses

  • Principles of statistical testing
  • One-sided versus two-sided testing
  • Type I, type II errors and power

4. Testing hypotheses on individual variables

  • Identify population parameters and sample statistics
  • Examine the distribution of the sample mean
  • Test a hypothesis on the population mean
  • Construct confidence intervals
  • Tests on a single variable

5. Testing on the relationship between categorical variables

  • Chart the relationship
  • Describe the relationship
  • Test the hypothesis of independence
  • Assumptions
  • Identify differences between the groups
  • Measure the strength of the association

6. Testing on the difference between two group means

  • Chart the relationship
  • Describe the relationship
  • Test the hypothesis of two equal group means
  • Assumptions

7. Testing on differences between more than two group means

  • Chart the relationship
  • Describe the relationship
  • Test the hypothesis of all group means being equal
  • Assumptions
  • Identify differences between the group means

8. Testing on the relationship between scale variables

  • Chart the relationship
  • Describe the relationship
  • Test the hypothesis of independence
  • Assumptions
  • Treatment of missing values

9. Predicting a scale variable: Regression

  • Explain linear regression
  • Identify unstandardized and standardized coefficients
  • Assess the fit
  • Examine residuals
  • Include 0-1 independent variables
  • Include categorical independent variables

10. Introduction to Bayesian statistics

  • Bayesian statistics and classical test theory
  • The Bayesian approach
  • Evaluate a null hypothesis
  • Overview of Bayesian procedures in IBM SPSS Statistics

11. Overview of multivariate procedures

  • Overview of supervised models
  • Overview of models to create natural groupings

This course is not associated with any Certification.

Frequently Asked Questions (FAQs)

  • Why get IBM certified?

    IBM certifications validate your skills and expertise in a wide range of technologies, including hybrid cloud, data & AI, security, IT infrastructure, and business applications.

    These certifications are globally recognized and can help you advance your career, increase your earning potential, and demonstrate your commitment to professional development.

    IBM-certified professionals are in high demand, making them valuable assets to any organization seeking to leverage IBM's innovative solutions.

  • What to expect for the examination?

    IBM offers a variety of certification exams at different levels (Basic, Intermediate, and Advanced) covering various technologies and job roles.

    Exams typically consist of multiple-choice questions and may include scenario-based questions that assess your ability to apply your knowledge in real-world situations.

    Note: Certification requirements and policies may be updated by IBM from time to time. We apologize for any discrepancies; do get in touch with us if you have any questions.

  • How long is IBM certification valid for?

    The validity period of IBM certifications varies. Some certifications, particularly those focused on specific product versions or technologies, may have expiration dates.

    However, many IBM certifications, especially those focused on broader skills or newer technologies, do not have an expiration date.

    Note: Certification requirements and policies may be updated by IBM from time to time. We apologize for any discrepancies; do get in touch with us if you have any questions.

  • Why take this course with Trainocate?

    Here’s what sets us apart:

    - Global Reach, Localized Accessibility: Benefit from our geographically diverse training hubs in 16 countries (and counting!).

    - Top-Rated Instructors: Our team of subject matter experts (with high average CSAT and MTM scores) are passionate to help you accelerate your digital transformation.

    - Customized Training Solutions: Choose from on-site, virtual classrooms, or self-paced learning to fit your organization and individual needs.

    - Experiential Learning: Dive into interactive training with our curated lesson plans. Participate in hands-on labs, solve real-world challenges, and take on comprehensive assessments.

    - Learn From The Best: With 30+ authorized training partnerships and countless awards from Microsoft, AWS, Google – you're guaranteed learning from the industry's elite.

    - Your Bridge To Success: We provide up-to-date course materials, helpful exam guides, and dedicated support to validate your expertise and elevate your career.

Keep Exploring

Course Curriculum

Course Curriculum

Training Schedule

Training Schedule

Exam & Certification

Exam & Certification

FAQs

Frequently Asked Questions

img-improve-career.jpg

Improve yourself and your career by taking this course.

More Courses By IBM

Browse All Courses
es90g-advanced-parallel-sysplex-operations-and-recovery-workshop-training
System Z

Advanced Parallel Sysplex Operations and Recovery Workshop

ES90G - Advanced Parallel Sysplex Operations and Recovery Workshop
ILT VILT
Course Duration 5 Days
b6258g-ibm-cognos-analytics-author-reports-fundamentals-v11
IBM Analytics

IBM Cognos Analytics: Author Reports Fundamentals v11.1.x

This course provides authors with an introduction to build reports using Cognos Analytics.
ILT VILT
Course Duration 3 Days
esb3g-ibm-z-os-management-facility-implementation-and-use-2-1-training
System Z

IBM z/OS Management Facility Implementation and Use 2.1

This course is designed to provide you with the skills required to install and customize, and use the functions and features provided by z/OSMF.
ILT VILT
Course Duration 3 Days
img-get-info.jpg

Ready to Take Your Business from Great to Awesome?

Level-up by partnering with Trainocate. Get in touch today.

Name
Email
Phone
I'm inquiring for

Inquiry Details

By providing your contact details, you agree to our Privacy Policy.

Stay Connected. Be the first to Know.

Company

Vendors

Services

Customer Service

© Copyright Trainocate 2024. All rights reserved.