0G51BG IBM Statistical Analysis Using IBM SPSS Statistics (V26)

Duration

2 Days

12 CPD hours

About this course

IBM SPSS Statistics users who want to familiarize themselves with the statistical capabilities of IBM SPSS StatisticsBase.
Anyone who wants to refresh their knowledge and statistical experience.

Overview

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

Description

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.

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 distributionIdentify standardized scores Testing hypotheses
Principles of statistical testing
One-sided versus two-sided testingType 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 meansChart 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

Additional course details:

Nexus Humans 0G51BG IBM Statistical Analysis Using IBM SPSS Statistics (V26) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward.

This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts.

Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.

While we feel this is the best course for the 0G51BG IBM Statistical Analysis Using IBM SPSS Statistics (V26) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.

Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Training Insurance Included!

When you organise training, we understand that there is a risk that some people may fall ill, become unavailable. To mitigate the risk we include training insurance for each delegate enrolled on our public schedule, they are welcome to sit on the same Public class within 6 months at no charge, if the case arises.

What people say about us

Booking process was very easy. Once initial contact was made everything happened smoothly.

Pfizer

Great course yesterday and can’t give enough amazing feedback for John. I’ve never had a teacher hold attention of a class from start to finish, but yesterday he did this.

Jennifer O'Connor

Vistra

Alan delivered the training in an easy to understand and pleasant manner which was broken down into manageable chunks with an appropriate number of breaks to give folk time away from their laptops and screens. It is never easy to do 2 days of training on a fairly in-depth subject involving Software even in a classroom environment and remaining focused and engaged so doing it remotely adds another level of complexity, but I have to say that personally this was one of the best Training Events that I have attended for some years. I have gained so much knowledge of MS Project and it will certainly make my job easier going forward.

A large part of what I gained has to be credited to Alan’s manner and delivery and I should be grateful if you could pass on my thanks to him.

Also, the support, together with joining instructions & training literature etc from Nexus Human has been excellent – thank you for that. I intend feeding that back to our People and ICT Teams too

Nexus Human - Project class

December 2023

This was my 2nd course with Nexus Human and I enjoy the format of the courses.
This was very well-run, the instructor was superb and i will get a lot of benefit from having access for the next 6 months, I look forward to the next course.

Cathal

Kerry, Ireland

I would like to thank the staff of Nexus Human, who were very helpful, prompt, friendly and professional in helping me attain my Microsoft certification. I would like to thank Abdul in particular for his guidance during the course and commend him on his knowledge of software development.

Paul

ITC Group
Dublin

This is the 3rd course I have done with Arun. He is very helpful and always supportive if I have other questions outside the lecture parameters. I have already recommended him and Nexus Human to work colleges and would do so again after this course.

Philip

Nexus Human Classroom Student

The instructor was excellent. Was willing to field any questions we had and deal with our specific queries.

Excel student

The class just finished and I just wanted to mention to you that it was absolutely amazing. The quality of the training had very high standards, the trainer explained amazingly well and we actually practiced (did) all the steps. It was not learning by watching a presentation but by actually doing. The training has been delivered from Atlanta (US) and I cannot wait to go tomorrow in the office and recommend it. The connection and the lab environment were running perfectly.
Once again thank you very much and looking forward for the next trainings scheduled. Enrolling via Nexus Human was the perfect choice.

Cristina, Nexus Human IT Course Attendee

Firstly I would like to say thanks, I found the course I sat yesterday extremely beneficial and the instructor was fantastic, she was enthusiastic and engaging and I would highly recommend the course to friends and colleagues. The post class services are also excellent!

Adobe Student

Sharon was lovely and has a fantastic knowledge. Honestly I didn't think I needed part 1 but I am SO glad I came. Thank you. Will be back in for part 2.

Nexus Human Student

Excellent interaction and answered all of my questions. Looking forward to being able to apply some of the tips and features learned today which hopefully should have real impact on some of the more time consuming tasks currently encountered.

Nexus Human Power BI Attendee

Brilliant
Wonderful teacher
Course presented extremely well indeed

Nexus Human Student feedback

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