Advanced Statistical Analysis using SPSS Course

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SPSS TrainingAdvanced Statistical Analysis using SPSS

by Certstaffix® Training

Length: 2 day(s)      Public Class Price: $1240/person (USD)      Group Class Price: Request Quote      Course Category: SPSS


SPSS Training
In this two-day seminar you will consider in depth some of the more advanced SPSS statistical procedures that are available in SPSS. You'll take a look at several advanced SPSS statistical techniques and discuss situations when each may be used, the assumptions made by each method, how to set up the analysis using SPSS and how to interpret the results.
This class will be taught using Version 25; Those using Version 19 and newer should attend.
*Please note, there is no training manual for this class.
Course Description: Print It | Download PDF | Email It

  Public Classes - Live Online at Your Location or OursHow It Works

Certstaffix® Training public classes are instructor-led, live online training you attend from your home or work or in one of our local computer labs. Our live online instructors teach you from a remote location while being able to interact with students as in a traditional classroom setting.

  • A real, live instructor teaching you from another location
  • Hands-on learning with the software/skills you are being taught
  • Interaction with all students in the class at other locations
  • Any needed software for class provided in online lab environment
  • Easy assistance from the instructor

Click a class date below to register & view location/attendance options.

 Register ➥   June 9, 2021     
 Register ➥   July 20, 2021     

  Group Classes for Organizations - Onsite or Online How It Works

Have a group of employees needing the same training? Onsite training at your office or group live online classes are great solutions.  

  • An expert Instructor will either come to your office or deliver a private live online class to your students
  • Course can be customized to your training needs
  • Course is scheduled based on dates you provide (Subject to instructor availability)
  • We usually require about 4 weeks lead time to arrange a training session

  Detailed Course Topics

Course Description: Print It | Download PDF | Email It

Knowledge Pre-Requisites


Course Topics

Anyone who has worked with SPSS for Windows and wants to become better versed in the more advanced statistical capabilities of SPSS for Windows. Anyone who has a solid understanding of statistics and wants to expand their knowledge of appropriate statistical procedures and how to set them up using SPSS.
On the job statistical experience or completion of the Statistical Analysis using SPSS and/or Intermediate courses. Advanced statistical knowledge or at least two college level courses in Statistics. SPSS for Windows Base System, SPSS Advanced Statistics, SPSS Professional Statistics.
Introduction and Overview
•Goals of the Course
•Taxonomy of Methods
•General Approach
•Summary

Discriminant Analysis
•How Does Discriminant Analysis Work?
•The Elements of Discriminant Analysis
•The Discriminant Model
•How Cases are Classified
•Assumptions of Discriminant Analysis
•A Two-Group Discriminant Example
•Checking Variance Assumptions
•Running a Discriminant Analysis
•The Discriminant Coefficients
•Classification Statistics 2- 18 Prediction
•The Assumption of Equal Covariance
•Modifying the List of Predictors
•Casewise Statistics and Outliers
•Adjusting Prior Probabilities
•Validating the Discriminant Model
•Stepwise Model Selection
•Three-Group Discriminant Analysis
•Summary

Binary Logistic Regression
•How Does Logistic Regression Work?
•The Logistic Equation
•The Elements of Logistic Regression
•Assumptions of Logistic Regression
•A First Example of Logistic Regression
•Interpreting Logistic Regression Coefficients
•Making Predictions
•The Accuracy of Prediction
•Estimated Probabilities
•Checking Classifications
•Residual Analysis
•Stepwise Logistic Regression
•Summary
•Appendix: Comparison to Discriminant Analysis

Multinomial Logistic Regression
•Multinomial Logistic Model
•Assumptions of Multinomial Logistic Regression
•A Multinomial Logistic Analysis: Predicting Credit Risk
•Interpreting Coefficients
•Classification Table
•Making Predictions
•Appendix: Multinomial Logistic with a Two-Category Outcome

Survival Analysis (Kaplan-Meier)
•What is Survival Analysis
•Concepts
•Censoring
•What to Look for in Survival Analysis
•Survival Procedures in SPSS
•An Example: Kaplan-Meier
•Results
•Extensions
•Summary

Cluster Analysis
•How Does Cluster Analysis Work?
•Types of Data Used for Clustering
•What to Look at When Clustering
•Methods
•Distance and Standardization
•Overall Recommendations
•Example I: Hierarchical Cluster Analysis
•Cluster Results
•Obtaining Mean Profiles of Clusters
•Relating Clusters to Other Variables
•Summary of First Cluster Example
•Example II: K-Means Clustering
•Running K-Means Clustering
•Summary

Factor Analysis
•Uses of Factor Analysis
•What to Look for When Running Factor Analysis
•Principles
•The Idea of a Principal Component
•Factor Analysis Versus Principal Components
•Number of Factors
•Rotation
•Factor Scores & Sample Size
•Methods
•An Example: 1988 Olympic Decathlon Scores
•Looking at Correlations
•Principal Components Analysis with an Orthogonal Rotation
•Principal Axis Factoring with an Oblique Rotation
•Summary

Loglinear Analysis
•What are Loglinear Models
•Relations Among Loglinear, Logit Models and Logistic Regression
•What to Look for in Loglinear and Logit Analysis
•Assumptions
•Procedures in SPSS that Run Loglinear or Logit Analysis
•Example: Analysis of Location Preference (Model Selection)
•Running the Analysis
•Significance Tests
•Coefficient Interpretation
•Summary
•Appendix: Logit Analysis with Specific Model (Genlog)
•Results

Multivariate Analysis of Variance
•Why Perform MANOVA
•Assumptions of MANOVA
•What to Look for in MANOVA
•SPSS Version 7 Differences
•An Example: Memory Influences
•Examining the Output
•Post Hoc Tests
•Summary
•Appendix: Post Hoc Testing of Means

Repeated measures Analysis of Variance
•Why do a Repeated Measures Study
•The Logic of Repeated Measures
•Assumptions
•Example: One Factor Drug Study
•Examining Results
•Further Analysis
•Planned Comparisons
•Summary
•Appendix: Ad Viewing with Pre-Post Brand Ratings
•Examining Results
•Tests of Assumptions
•Profile Plots
•Extensions
Course Description: Print It | Download PDF | Email It

Public Class Format

Certstaffix® Training public classes are instructor-led live online training you attend either from your home/work location or in one of our computer labs. Our live online instructors teach you from a remote location while being able to interact with you like in a traditional classroom.


Quality Instructors

Our instructors have many years of experience teaching adult learners in person and online.

Complete Lab Environment

Access to software required is provided in a lab environment during class.

Hands-on Learning

Most classes are not all lecture - you can learn by actually doing.


Small Classes

You get more attention from the instructor and classes flow more smoothly.

Post-Class Lab Access*

Access practice lab environment for 180 days after most classes*.


Low Cancellation Rate

Most classes run as scheduled.



*These courses do not have post-class lab environment access: Adobe, Salesforce, QuickBooks Online Edition, Google, HTML, WordPress, ITIL, Six Sigma, CompTIA, Project Management, SEO, Social Media.


Group Training

Have a group of employees needing the same training? Onsite training at your office or group live online classes are great solutions.

How Group Training Works





  • An expert Instructor will either come to your office or deliver a private live online class to your students
  • Course can be fully customized to your training needs
  • Each student receives a Course Manual with Practice Files (Materials provided before the class date)
  • If a course has a hands‐on lab, we provide access to the configured course software and files.
    (Requires a high‐speed internet connection and certain open ports on your firewall. You can perform a Connection Assessment Test here)
  • Course is scheduled based on dates you provide (Subject to instructor availability)
  • We usually require about 4 weeks lead time to arrange a training session
  • Training is completed in a convenient session(s) of your choosing
  • Two 15 minute breaks and one hour long break for lunch daily

Request a Free Quote

Advanced Statistical Analysis using SPSS Class Reviews

Here are a sample of SPSS class reviews from past students that have attended our SPSS training courses.



In this two-day seminar you will consider in depth some of the more advanced SPSS statistical procedures that are available in SPSS. You'll take a look at several advanced SPSS statistical techniques and discuss situations when each may be used, the assumptions made by each method, how to set up the analysis using SPSS and how to interpret the results.

This class will be taught using Version 25; Those using Version 19 and newer should attend.
*Please note, there is no training manual for this class.


Certstaffix® Class Reviews

Student Average:
4.70 out of 5 from 34 students

4.67 out of 5

There was a lot of information presented. The instructor did a great job presenting the information in a clear manner.


- attended our Introduction to SPSS class

4.89 out of 5

The instructors statistical background was a big plus.


- attended our Advanced Statistical Analysis using SPSS class

4.60 out of 5

The instructor was very responsive to my questions.


- attended our Introduction to Statistical Analysis using SPSS class

4.61 out of 5

The instructor was very knowledgeable and did an excellent job presenting the information. In particular, all pertinent details relevant to each statistical test were covered and illustrated thoroughly. The instructor's delivery style was good. He made it interesting and was very open to questions. The only drawback was not offering opportunities to apply what was learned. Incorporating exercises where students run test independently and receive feedback would help.


- attended our Advanced Statistical Analysis using SPSS class

4.93 out of 5

The instructor was highly effective and I fully enjoyed the course. He clearly communicated the details of SPSS, while stopping to address all questions as they arose. He was effective at bringing in real life examples, keeping my attention, and making me feel at ease. I welcome the chance to take another course with him.


- attended our Data Management & Manipulation with SPSS class

4.72 out of 5

The class was very informative. My only recommendation is, if possible, adjust the class time to 4 hours a day over 3 days. The nature of the material made if difficult for me to stay focused all day. By reducing the number of hours in class each day it would allow me to do my job half of the day and would eliminate the need to stay focused on training for so long.


- attended our Introduction to SPSS class

4.67 out of 5

Jesus did an incredible job. He's very knowledgeable about both SPSS and statistics. Completing the class from my office was very convenient.


- attended our Introduction to Statistical Analysis using SPSS class

4.70 out of 5

Instructor was very encouraging and wanted to make sure she answered questions in a way that applied to how I would use SPSS


- attended our Introduction to SPSS class

5.00 out of 5

In my new job role, this class was exactly what I was looking for to help refresh my statistics skills! Time well spent.


- attended our Introduction to Statistical Analysis using SPSS class

4.76 out of 5

I'm very glad I decided to attend this training. My instructor Jeff was amazing! He was very helpful, knowledgeable and willing to do whatever it took for his students to understand the material covered. I will recommend him and Certstaff to my coworkers or anybody that wants a to learn in a environment as great as this one! Great job!


- attended our Data Management & Manipulation with SPSS class

4.35 out of 5

I really liked that we used the lab often. Intructor Jesus was very knowledgeable


- attended our Introduction to Statistical Analysis using SPSS class

4.59 out of 5

I have taken 3 online SPSS course and Jeff by far the best instructor. He gave examples that helped me understand the material in a simple manner. He took time to answer al of our questions and made sure we understood before we moved on. He was great and very knowledgeable. He really really knows what he is talking about.


- attended our Advanced Statistical Analysis using SPSS class

4.40 out of 5

Handouts on steps for commonly used procedures


- attended our Data Management & Manipulation with SPSS class

4.29 out of 5

Great Professor


- attended our Introduction to SPSS class

4.48 out of 5

Dr. Roger Taylor was fantastic!


- attended our Introduction to SPSS class

4.45 out of 5


- attended our Introduction to Statistical Analysis using SPSS class

4.80 out of 5


- attended our Introduction to SPSS class

4.83 out of 5


- attended our Data Management & Manipulation with SPSS class

4.47 out of 5


- attended our Data Management & Manipulation with SPSS class

4.35 out of 5


- attended our Data Management & Manipulation with SPSS class

5.00 out of 5


- attended our Data Management & Manipulation with SPSS class

4.89 out of 5


- attended our Advanced Statistical Analysis using SPSS class

4.59 out of 5


- attended our Data Management & Manipulation with SPSS class

4.69 out of 5


- attended our Data Management & Manipulation with SPSS class

4.86 out of 5


- attended our Introduction to Statistical Analysis using SPSS class

5.00 out of 5


- attended our Introduction to SPSS class

4.71 out of 5


- attended our Introduction to Statistical Analysis using SPSS class

4.50 out of 5


- attended our Data Management & Manipulation with SPSS class

4.93 out of 5


- attended our Advanced Statistical Analysis using SPSS class

5.00 out of 5


- attended our Introduction to Statistical Analysis using SPSS class

4.65 out of 5


- attended our Introduction to SPSS class

4.88 out of 5


- attended our Introduction to SPSS class

4.93 out of 5


- attended our Advanced Statistical Analysis using SPSS class

4.53 out of 5


- attended our Introduction to Statistical Analysis using SPSS class



Please contact us if we do not yet have any reviews or you would like more.


View all SPSS training reviews

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