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Statistical Analysis Using IBM SPSS Statistics (V26)

  • Tuition USD $1,650 GSA  $1,413.10
  • Reviews star_rate star_rate star_rate star_rate star_half 4731 Ratings
  • Course Code 0G51BG
  • Duration 2 days
  • Available Formats Classroom, Virtual

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.

Skills Gained

- 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 Can Benefit

- IBM SPSS 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.

Prerequisites

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

Course Details

Course Outline

Introduction to statistical analysis 
- Identify the steps in the research process 
- Identify measurement levels 

Describing individual variables 
- Chart individual variables 
- Summarize individual variables 
- Identify the normal distribution 
- Identify standardized scores 

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

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 

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 

Testing on the difference between two group means 
- Chart the relationship 
- Describe the relationship 
- Test the hypothesis of two equal group means 
- Assumptions 

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 

Testing on the relationship between scale variables 
- Chart the relationship 
- Describe the relationship 
- Test the hypothesis of independence 
- Assumptions 
- Treatment of missing values 

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 

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 

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.

What does vendor-authorized training mean?

As a vendor-authorized training partner, we offer a curriculum that our partners have vetted. We use the same course materials and facilitate the same labs as our vendor-delivered training. These courses are considered the gold standard and, as such, are priced accordingly.

Is the training too basic, or will you go deep into technology?

It depends on your requirements, your role in your company, and your depth of knowledge. The good news about many of our learning paths, you can start from the fundamentals to highly specialized training.

How up-to-date are your courses and support materials?

We continuously work with our vendors to evaluate and refresh course material to reflect the latest training courses and best practices.

Are your instructors seasoned trainers who have deep knowledge of the training topic?

ExitCertified instructors have an average of 27 years of practical IT experience. They have also served as consultants for an average of 15 years. To stay up to date, instructors will at least spend 25 percent of their time learning new emerging technologies and courses.

Do you provide hands-on training and exercises in an actual lab environment?

Lab access is dependent on the vendor and the type of training you sign up for. However, many of our top vendors will provide lab access to students to test and practice. The course description will specify lab access.

Will you customize the training for our company’s specific needs and goals?

We will work with you to identify training needs and areas of growth.  We offer a variety of training methods, such as private group training, on-site of your choice, and virtually. We provide courses and certifications that are aligned with your business goals.

How do I get started with certification?

Getting started on a certification pathway depends on your goals and the vendor you choose to get certified in. Many vendors offer entry-level IT certification to advanced IT certification that can boost your career. To get access to certification vouchers and discounts, please contact Edu_customerexperience@techdata.com

Will I get access to content after I complete a course?

You will get access to the PDF of course books and guides, but access to the recording and slides will depend on the vendor and type of training you receive.

Classromm confortable and enviroment. Instructir knowlegeable of course matarial but need to align to students working in the Canadian Federal Govt. ve US Federal govt.

They were very good. They made sure everyone was able to get into the training and got all of the material needed for class.

ExitCertified was a great. They gave me all the materials and information I needed ahead of time to prepare for the course.

Brandon was a great instructor. The virtual course materials and labs provided were very informative.

The class was good, but at times the pace did seem a bit fast to actually try to remember some of the information.

4 options available

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  • Nov 3, 2021 Nov 4, 2021 (2 days) GTR
    Location
    iMVP
    Language
    English
    Time
    9:30AM 5:30PM EDT
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  • Dec 22, 2021 Dec 23, 2021 (2 days)
    Location
    iMVP
    Language
    English
    Time
    9:30AM 5:30PM EST
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  • Feb 2, 2022 Feb 3, 2022 (2 days)
    Location
    iMVP
    Language
    English
    Time
    9:30AM 5:30PM EST
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  • Mar 9, 2022 Mar 10, 2022 (2 days)
    Location
    iMVP
    Language
    English
    Time
    9:30AM 5:30PM EST
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