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Statistics Made Simple

Statistics Made Simple

By: Brad R. Fulton PhD
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This podcast introduces the statistical methods used to analyze data about society with an emphasis on applying those methods. This podcast will help you to be a more informed and critical reader of academic research, public opinion polling, and advertisement claims that present statistical evidence. Textbook: ⁠Statistics: Unlocking the Power of Data⁠ (https://bit.ly/statsbooklock5) Students can use the Promotion Code "LOCK5" for a 10% discount Instructors can request a free Digital Evaluation Copy Lecture slides and course material can be obtained by emailing bradrfulton@gmail.com188879 Science Social Sciences
Episodes
  • 1_Overview (Video)
    Jul 31 2025

    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 listeners to gather, describe, analyze, and interpret data. The episode highlights the selection of an intuitive textbook designed to make the learning process as straightforward as possible, details the overall course structure, and explores the practical applications of statistics in real-life scenarios such as public policy and medical diagnoses. Throughout the podcast, Professor Fulton emphasizes the importance of being able to critically evaluate statistical claims and conduct rigorous quantitative research. He provides examples ranging from medical tests on newborns to analyzing data on autism rates by demographics. This episode is packed with insights on how statistical skills can directly impact decision-making and societal understanding. This podcast episode offers a valuable learning experience for students, professionals, or anyone curious about applying statistics to understand complex social phenomena.

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

    Video Post-Production by: Indiana University UITS Collaboration Technologies

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    33 mins
  • 2_Collecting Data and Sampling (Video)
    Jul 31 2025

    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 analogy sets the stage for a deeper discussion on the statistical methods and challenges involved in sampling populations for research purposes. The intricacies of statistical inference are unpacked, highlighting the crucial differences between a sample and a population, and emphasizing the importance of accurate sampling to derive meaningful conclusions about larger groups. Listeners will find an engaging segment on the implications of the Racial Justice Act and how statistical evidence is increasingly used in legal contexts to demonstrate discrimination. The conversation extends to a real-world application by recounting the 2000 U.S. presidential election, highlighting how sampling errors can lead to major national confusion. Throughout the episode, intuitive examples are used to explain why sampling is not just a matter of picking randomly but requires careful consideration to avoid bias and ensure representativeness. This richly layered discussion not only sheds light on the technical aspects of sampling but also emphasizes its significance in everyday decision-making processes, from law to grocery shopping.


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

    Video Post-Production by: Indiana University UITS Collaboration Technologies

    Show More Show Less
    45 mins
  • 1_Overview
    Jul 31 2025

    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 listeners to gather, describe, analyze, and interpret data. The episode highlights the selection of an intuitive textbook designed to make the learning process as straightforward as possible, details the overall course structure, and explores the practical applications of statistics in real-life scenarios such as public policy and medical diagnoses.

    Throughout the podcast, Professor Fulton emphasizes the importance of being able to critically evaluate statistical claims and conduct rigorous quantitative research. He provides examples ranging from medical tests on newborns to analyzing data on autism rates by demographics. This episode is packed with insights on how statistical skills can directly impact decision-making and societal understanding.

    This podcast episode offers a valuable learning experience for students, professionals, or anyone curious about applying statistics to understand complex social phenomena.

    *****

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

    Show More Show Less
    33 mins
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Really enjoyed the course. I found it very helpful and it was brilliantly taught. Strongly recommend it.

Very helpful

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I’m an MBA student concentrating on statistics and data-driven outcomes. This podcast/course is helping me understand core concepts. Professor Fulton’s explanations are excellent. They make it much easier for me to understand things clearly.

Gaining Clarity in Data Analytics

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This course is very well made and very useful to grasp the most important statistical concepts. It is very easy to follow and very well explained. Totally recommended for anyone struggling to understand some statistical concepts or if you are interested to know more about statistics. The author is available and provide slides to the podcast upon request. Great course!

Great Podcast to learn more about statistics

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Well-structured, easy-to-follow course, expertly targeting social sciences. Flexibility to learn at your own pace is invaluable.

Excellent

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