Statistics for Research - L23 ||

In this video from the Statistics for Research series, the focus is on Regression Analysis using SPSS. The session discusses the concept of regression, how to perform regression analysis using SPSS, interpret SPSS results, and how to report SPSS regression results.

Here's a breakdown of what you'll learn:
1. Understand the fundamentals of linear regression and how it's used to model data patterns and make predictions.
2. Explore real-world scenarios where linear regression is applicable, such as predicting house prices, sales revenue, loan defaults, and student satisfaction.
3. Discover how to represent data patterns with a linear line and understand the relationship between variables.
4. Learn how to use the regression line to make predictions effectively.
5. Step-by-step guidance on running a regression analysis using SPSS, including setting up the analysis, interpreting results, and understanding key statistical metrics.
6. Learn how to report and present your regression analysis findings clearly and effectively.

Contents
00:02 - Introduction to Linear Regression
01:15 - When to use Linear Regression
04:13 - Using the Regression Line for Predictions
05:35 - Running Regression Analysis in SPSS
06:19 - Setting up Regression Analysis in SPSS
07:02 - Examining Regression Analysis Results
08:11 - Model Summary and R-Square Interpretation
08:43 - Anova Table Explanation
09:06 - Coefficients Interpretation
09:43 - Reporting and Presenting Regression Analysis Results

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Do you have any questions, tips, or ideas? Let me know in the comments section below!

About:
Research With Fawad is a Research initiative to help young and early career research learn the research tools and techniques. It is an initiative to share research knowledge and help researchers learn to research the easy way.

Learn more about Research With Fawad at https://www.researchwithfawad.com.

#Regression #AnalyzeAndReportRegression #SPSS