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Statistical Analysis Using IBM SPSS Statistics (V25) SPVC

  • Tuition USD $650
  • Reviews star_rate star_rate star_rate star_rate star_half 1509 Ratings
  • Course Code 0K51AG-SPVC
  • Duration 2 days
  • Available Formats Self Paced

This IBM Self-Paced Virtual Class (SPVC) includes:
- PDF course guide available to attendee during and after course
- Lab environment where students can work through demonstrations and exercises at their own pace

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, as well as 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 as well as how to apply them with confidence, interpret their output, and graphically display the results.

Contains PDF course guide, as well as a lab environment where students can work through demonstrations and exercises at their own pace.

If you are enrolling in a Self Paced Virtual Classroom or Web Based Training course, before you enroll, please review the Self-Paced Virtual Classes and Web-Based Training Classes on our Terms and Conditions page, as well as the system requirements, to ensure that your system meets the minimum requirements for this course.

Skills Gained

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

Who Can Benefit

  • Anyone who has worked with IBM SPSS Statistics and wants to become better versed in the basic statistical capabilities of IBM SPSS Statistics Base.
  • Anyone who wants to refresh their knowledge and statistical experience.

Prerequisites

  • Familiarity with basic concepts in statistics, such as measurement levels, mean, and standard deviation.
  • Familiarity with the windows in IBM SPSS Statistics either by experience with IBM SPSS Statistics (version 18 or later) or completion of the IBM SPSS Statistics Essentials (V25) course.

Course Details

Course Outline

Introduction to statistical analysis
- Identify the steps in the research process
- Principles of statistical analysis

Examine individual variables
- Identify measurement levels
- Chart individual variables
- Summarize individual variables
- Examine the normal distribution
- Examine standardized scores

Test hypotheses about individual variables
- Identify population parameters and sample statistics
- Examine the distribution of the sample mean
- Determine the sample size
- Test a hypothesis on the population mean
- Construct a confidence interval for the population mean
- Tests on a single variable: One-Sample T Test, Paired-Samples T Test, and Binomial Test

Test the relationship between categorical variables
- Chart the relationship between two categorical variables
- Describe the relationship: Compare percentages in Crosstabs
- Test the relationship: The Chi-Square test in Crosstabs
- Assumptions of the Chi-Square test
- Pairwise compare column proportions
- Measure the strength of the association

Test on the difference between two group means
- Compare the Independent-Samples T Test to the Paired-Samples T Test
- Chart the relationship between the group variable and scale variable
- Describe the relationship: Compare group means
- Test on the difference between two group means: Independent-Samples T Test
- Assumptions of the Independent-Samples T Test

Test on differences between more than two group means
- Describe the relationship: Compare group means
- Test the hypothesis of equal group means: One-Way ANOVA
- Assumptions of One-Way ANOVA
- Identify differences between group means: Post-hoc tests

Test the relationship between scale variables
- Chart the relationship between two scale variables
- Describe the relationship: Correlation
- Test on the correlation
- Assumptions for testing on the correlation
- Treatment of missing values

Predict a scale variable: Regression
- What is linear regression-
- Explain unstandardized and standardized coefficients
- Assess the fit of the model: R Square
- Examine residuals
- Include 0-1 independent variables
- Include categorical independent variables

Introduction to Bayesian statistics
- Bayesian statistics versus classical test theory
- Explain the Bayesian approach
- Evaluate a null hypothesis: Bayes Factor
- Bayesian procedures in IBM SPSS Statistics

Overview of multivariate procedures
- Overview of supervised models
- Overview of models to create natural groupings

When does class start/end?

Classes begin promptly at 9:00 am, and typically end at 5:00 pm.

Does the course schedule include a Lunchbreak?

Lunch is normally an hour long and begins at noon. Coffee, tea, hot chocolate and juice are available all day in the kitchen. Fruit, muffins and bagels are served each morning. There are numerous restaurants near each of our centers, and some popular ones are indicated on the Area Map in the Student Welcome Handbooks - these can be picked up in the lobby or requested from one of our ExitCertified staff.

How can someone reach me during class?

If someone should need to contact you while you are in class, please have them call the center telephone number and leave a message with the receptionist.

What languages are used to deliver training?

Most courses are conducted in English, unless otherwise specified. Some courses will have the word "FRENCH" marked in red beside the scheduled date(s) indicating the language of instruction.

What does GTR stand for?

GTR stands for Guaranteed to Run; if you see a course with this status, it means this event is confirmed to run. View our GTR page to see our full list of Guaranteed to Run courses.

Does ExitCertified deliver group training?

Yes, we provide training for groups, individuals and private on sites. View our group training page for more information.

Does ExitCertified deliver group training?

Yes, we provide training for groups, individuals, and private on sites. View our group training page for more information.

The format of the course was nicely structured, it was interactive and the labs really helped me understand the material on a deeper level.

Well structured, easy to understand exercises. Some are more complex and need more context in order to fully understand.

Very well organized course and labs were clear. Instructor Sean Mohseni was an excellent. Will highly recommend this course/vendor and instructor to others.

Our instructor Mohammad Meimandi was a great resource. He helped clarify a lot of concepts. Overall I liked the Quiklabs as they offered a great hands-on experience to drive the concepts.

Simply great training provider that I can go for updating/acquiring my skill sets.

Follow-on Courses

Browse the suggested follow-on courses below and continue your training journey. We offer training in various learning formats, from instructor-led to virtual, so you can choose what works best for you. Get started by selecting a course to learn more.

Advanced Statistical Analysis Using IBM SPSS Statistics (V25) SPVC
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