Statistics Made Simple2 Des 2025

23_Multiple Regression (Part 1 of 2)

Dive deep into the world of statistical analysis with this enlightening episode of our educational podcast, where we explore the intricacies of “Multiple Regression.” Building on our previous discussions on simple linear regression, this episode delves into scenarios involving multiple predictors to understand complex relationships between variables.

Our host expertly walks listeners through the concept of multiple regression, demonstrating its application using real data from the General Social Survey (GSS). The focus is on how different variables, such as age, can predict political views, highlighting the process of interpreting statistical outputs and recoding variables to better fit analytical models.

Listeners will gain practical insights into setting up their regression analyses, choosing appropriate independent variables, and understanding the nuances of statistical outputs like the T-statistic and P-values. The episode is particularly valuable for students working on final projects or anyone interested in enhancing their statistical analysis skills.

Key topics include the effect of age on political ideologies, the significance of adding multiple variables to enhance model accuracy, and practical tips for interpreting complex datasets. By the end of this session, you'll be better equipped to analyze your data, understand the impact of various predictors, and appreciate the power of multiple regression in research and data analysis. Join us as we simplify these concepts and set the stage for more advanced discussions in Part 2.

Lecture slides and additional course material can be obtained by emailing bradrfulton@gmail.com

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Episoder(26)

1_Overview (Video)

This episode provides a comprehensive introduction to statistical concepts and how they relate to social science research. Professor Fulton discusses the course objectives which include teaching liste...

2 Des 202532min

2_Collecting Data and Sampling (Video)

In this episode of "Collecting Data and Sampling," the complexities of sampling in research are explored, drawing an intriguing parallel to casual weekend trips to Costco for free samples. This analog...

2 Des 202544min

1_Overview

2 Des 202532min

2_Collecting Data and Sampling

2 Des 202544min

3_Experiments and Observations

Dive into the intriguing world of social statistics with our latest podcast episode, "Experiments and Observations," where we unravel how variables from the General Social Survey (GSS) can shape our u...

2 Des 202555min

4_Variables

In this episode of the podcast titled "Variables," we delve into the intriguing world of statistics and sociology, exploring how different variables can profoundly influence our understanding of socie...

2 Des 202550min

5_Distributions and Relationships

In this insightful episode of "Distributions and Relationships," listeners are guided through essential statistical concepts crucial for academic assessments and research. The discussion emphasizes th...

2 Des 202543min

6_Confidence Intervals (Part 1 of 2)

Join us for the opening episode of our two-part series on "Confidence Intervals" in this enlightening podcast episode. We explore the fundamental concepts of statistical inference, using real-life exa...

2 Des 202549min