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Statistics / Data Analysis in SPSS: Factorial ANOVA (Udemy.com)

Applied data analysis in SPSS, covering the one-way ANOVA, two-way ANOVA (main effects and interaction), and more!

Created by: Quantitative Specialists

Last updated November 2014

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What you will learn

  • learn how to interpret the one-way ANOVA between and within subjects designs
  • Learn how to run and interpret a two-way ANOVA, including main effects and interactions
  • learn how to conduct simple effects tests on the interaction effect
  • understand the source table in ANOVA, including the relationship between SS, MS, df, and F
  • Learn about effect sizes, include eta-square and partial eta-square
  • gain much greater facility in SPSS
  • Have fun doing it in a learn at your own pace, non threatening format!

How it compares

Against the other 371 rated Udemy courses in Data Analysis on CourseDuck:

  • Rating4.4 out of 5higher than 35% of them
  • Reviews201#278 of 372 by number of reviews
  • Length3.2 hoursshorter than 62% of them
  • Last updatedNovember 2014earlier than 99% of them

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Course Description

November, 2019.

This course covers - step by step - a number of different ANOVAs and related statistical tests in SPSS. The following important statistical procedures are covered in the course:

1) One-way between ANOVA 

2) One-way within ANOVA

3) Post-hoc tests

4) Two-way between ANOVA (main effects, interaction effect, and simple effects)

5) Introduction to a three-way ANOVA

In completing this course, you will:

  • Learn how to write the results of statistical analyses in a professional "best practices" format.

  • Learn how to quickly recognize and interpret the most important information in statistical output.

  • Substantially increase your confidence in this highly respected subject matter. 

  • Increase your marketable quantitative job skills.

  • Learn how to use a common program for conducting statistical analyses: SPSS.

Designed by a award-winning (in teaching) statistics professor with a focus on both simple and accurate step-by-step explanations of the material. Substantially increase your knowledge of analysis of variance and inferential statistics -- enroll today!

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Instructor Details

Quantitative Specialists

Quantitative Specialists (QS) was founded by an award-winning university instructor who has taught statistics courses for over 15 years. At QS, we are passionate about all things statistical, especially in helping others understand this often-feared subject matter. Our focus is in helping you to succeed in all your statistics work!

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Reviews

4.4

201 ratings on Udemy

Select a bar to show only those reviews.Select the bar again to show every rating.

By Fabricio Osvaldo Arce Derpic on 10/2/2025

The course provides clear and detailed explanations that are easy to follow. The included examples and supporting materials are especially useful for applying the statistical analyses and keeping up with the lessons in real time, making the learning experience highly practical.

By Caroline Qureshi on 1/29/2024

This course is great so far - it is the perfect level of detail I was looking for. I wanted an applied course that didn't go too much into the weeds, but also wanted the instructor to explain the output fully as well as interpretation. This is exactly what I was looking for.

By Alana Choate on 3/18/2022

It was straight to the point which I liked! I do wish we had maybe like a practice assignment per section but it was really easy to follow and understand!

By Pasupathy Krishnamoorthy on 8/2/2020

I am not a statistics student. I did this course to understand ANOVA as I have interest in DOE where ANOVA plays a big role. This course gave me excellent clarity on ANOVA which I did not get reading multiple books. More I read more confused I was.

By Iriani on 3/24/2020

Gostei do curso, explicou bem o significado do uso da ANOVA, porém gostaria de dar download, porque na hora de usar, sempre temos dúvidas aonde clicar.

By Anonymized User on 11/19/2019

Exactly what I needed for refreshing knowledge about SPSS. Very happy with it,

By Anonymized User on 3/11/2019

It was not always explained the reasons behind the statements. For example, why the 3 groups in the first column should be necessary random? What does Freedom 2,27 mean?

By Kathleen A Callison on 1/15/2019

This instructor was much better than the SPSS basics instructor-he repeated the information and talked directly and slowly enough to grasp the concepts and follow clearly.

By Fábio Saraiva Flôres on 12/19/2018

O curso foi bastante proveitoso. Vários tópicos sobre ANOVA foram abordados e as formas de analisar e escrever os resultados foram muito úteis. O instrutor sabe sobre o assunto e consegue transmitir as informações. Gostei que o instrutor não ficou fazendo piadas durante o transcorrer do curso e foi direto ao assunto. Recomendo para estudantes que já possuam algum conhecimento sobre o SPSS, ANOVA e inglês.

By Crisharon Beale on 10/17/2018

I like the pace and I also like that the teacher is explaining everything in detail, before he dives into the example , its helps me a lot with understanding the example.

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Overall Score : 88 / 100