Statistics Made Simple

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This course introduces the statistical methods used to analyze data about society with an emphasis on the application of those methods. This course 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.com Support this podcast: https://podcasters.spotify.com/pod/show/statistics/support

Recent Episodes
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Recent Reviews
  • Anshika_bajpai
    Hypothesis Testing Made Easy
    The Statistics Made Simple podcast explains concepts in a way that’s easy to understand. The episode on “hypothesis testing” really helped me grasp the logic behind it without getting lost in formulas. Real-life examples made the topic much more relatable. It’s a great resource when you want things broken down clearly and simply.
  • Klbpdx
    Easy to understand!
    This podcast has been an amazingly helpful supplement to my mba stats class which is taught by someone without the skills to communicate the information. I have relied on this podcast to help me digest the topics and material. Thank you for offering this!!
  • Shivani Vhatkar
    How Rock, Paper, Scissors taught me Chi-Square Testing
    This episode on Chi-Square Tests does a great job of showing how fundamental statistical concepts can be applied to everyday scenarios. Professor Brad introduces the topic using the classic example of Rock, Paper, Scissors to explain how we can test whether people favor certain choices over others. He walks through the basics of hypothesis testing, clearly defining both the null and alternative hypotheses. The episode explains how the chi-square test compares what we actually observe with what we would expect if there were no bias. The key idea is that the more the observed results differ from the expected ones, the larger the chi-square value which could indicate a possible bias or association. This podcast makes learning statistics feel approachable and fun. Highly recommended for anyone who wants to boost their data literacy and apply statistical thinking in practical ways!
  • Vedika Shinde
    Makes Statistics Engaging
    Statistics Made Simple is a fantastic resource for anyone looking to understand statistics without feeling overwhelmed. Professor Fulton breaks down complex ideas into clear, real-world examples. I especially enjoyed the episode on experiments and observations, where data from the General Social Survey was used to highlight how public opinion on sensitive issues like abortion can be more nuanced than we think. It’s thoughtful, accessible, and actually enjoyable to listen to. Highly recommend!
  • Shambhavi Shukla
    Perfect Introduction to Statistics for Beginners
    This podcast is an excellent resource for anyone new to statistics. The explanations are clear, concise, and easy to follow, making complex concepts approachable. Professor Fulton’s teaching style ensures that beginners can grasp the fundamentals without feeling overwhelmed. A must-listen for students or anyone exploring data analysis!
  • tanmay_m
    Great Content!
    This podcast provided a clear and insightful discussion on data sampling in research. It covered key topics like sampling bias, random sampling, and stratified sampling, highlighting their importance in ensuring accurate and reliable results. Real-world examples made complex concepts easy to understand. A must-listen for anyone interested in data science or research methodologies!
  • Sai Sindhura Kollepara
    Highly Recommended
    This podcast by Professor Brad R. Fulton is an excellent resource for anyone looking to strengthen their understanding of statistics, with the "Hypothesis Testing" episodes (Parts 1 to 3), being a standout in my opinion. The series provides a clear and engaging explanation of hypothesis testing, starting with the basics of hypothesis formulation and progressing to more complex concepts. Real-world examples and practical applications make the content relatable and easy to grasp. The podcast also covers a wide range of foundational statistical topics, from sampling and variables to more advanced concepts. Whether you’re a student or professional, this podcast offers valuable insights and is highly recommended for deepening your statistical knowledge.
  • Onkarvs
    Exceptional content
    I listened to an enlightening podcast episode about the concept of sampling in research, which I found very insightful and relevant. I wanted to share some key points to take away from the episode. Sampling is the process utilized by researchers to select a subset of data from a larger population, in order to make inferences about the entire group. This technique is crucial because it is often impractical to study an entire population directly due to constraints such as time, cost, and feasibility. The episode outlined several important concepts: Population vs. Sample Challenges in Sampling Sampling Bias Random Sampling Stratified Sampling There were many examples given in the podcast to explain how sampling is challenging and how at times getting data for population can be challenging too based on the source of data collection. But these sampling methods and their proper application are critical for the accuracy and reliability of research findings. Understanding these principles helps in critically evaluating research methodologies and the validity of study results.
  • AnoushkaShinde
    Perfect for beginners
    As someone who works with data regularly, I really appreciate how Prof. Brad Fulton breaks down statistics in a way that is easy to follow rather than overwhelming people with math and content. Statistics Made Simple lives up to its name—he explains complex concepts in a way that makes them feel approachable, even for those without a deep math background. Highly recommended for students, researchers, or just anyone curious about making sense of numbers!
  • Ajay Reddy G
    Bringing Data to Life: A Refreshing Look at ‘Statistics Made Simple’
    Statistics Made Simple podcast offers a refreshing take on how data shapes our world, with Professor Fulton masterfully bridging theory and practice. This podcast explores foundational concepts like sampling and linear regression in straightforward, easy to follow language, while connecting them to real life situations, just like polls and adverts we see every day. I appreciate how it encourages a more critical perspective, prompting listeners to question the numbers behind every claim. It’s a must-listen for both new comers and anyone waiting to deepen their data-driven thinking
  • Varunkumar Sonawane
    Insightful and Practical for Data Enthusiasts!
    Statistics Made Simple does an excellent job of breaking down complex statistical concepts into clear, practical insights. As someone passionate about Data Science and Data Engineering, I found the discussions both engaging and highly relevant to real-world applications!
  • Vandana Kolusu
    A Must-Listen for Statistical Literacy
    This podcast makes statistical methods accessible and engaging, connecting complex concepts to real-world applications. From analyzing research and opinion polls to evaluating data-driven claims, it helps listeners develop a critical eye for interpreting statistics. The discussions are clear, well-structured, and practical, making even advanced topics easy to grasp. Paired with recommended course materials, it's a fantastic resource for students, researchers, and anyone looking to strengthen their statistical understanding. Highly recommended!
  • BinduBheesetty
    Statistics made simple
    This podcast does a great job of making statistics easy to understand and actually useful.It breaks down complex ideas in a way thats practical and engaging ,helping you think critically about data in research , polls, and everyday life.Definitely worth a listen!
  • Ambica Dasari
    A Must-Listen Podcast for Mastering Statistics
    ‘Statistics Made Simple’ is a fantastic podcast for anyone who wants to understand statistics in an easy and practical way. It explains tricky ideas using real-life examples, making learning simple and fun. Professor Brad does a great job of breaking down complex topics so that students, researchers and professionals can all follow along. Whether you need statistics for school, work or just want to learn more, this podcast is definitely worth listening to!
  • Nikita Kandpal
    Insights into Statistics
    As a data science student deeply interested in data’s role in shaping our understanding of the world, I found the “Statistics Made Simple” podcast to be an invaluable learning tool. The episodes excel at clarifying complex statistical concepts through practical, real-world examples and provide clear explanations on analyzing societal data, significantly enhancing my ability to critically assess statistical claims in both research and media. This podcast not only broadened my understanding but also ignited further interest in statistical applications within my own studies. I highly recommend it to anyone looking to deepen their knowledge of statistics in a practical and engaging way, making it a perfect resource for both students and professionals eager to make informed decisions based on robust data analysis.
  • Sreeja Pasupuleti
    Review on “Distributions and Relationships"
    The podcast episode "Distributions and Relationships" provides clear, practical insights into key statistical concepts. It emphasizes the importance of understanding questions fully for academic success and addresses the challenge of confounding variables in research studies. The episode explains how confounders can impact causal conclusions and uses relatable examples like caffeine consumption and exam performance. Additionally, it demonstrates the significance of correctly utilizing variables in research, particularly through tools like the General Social Survey. This episode effectively simplifies complex topics with real-world examples, making it a valuable resource for students and researchers alike.
  • Deeraj Nair
    A Transformative Educational Resource
    "Statistics Made Simple" is more than a podcast. It is a gateway to statistical fluency and critical thinking. By interweaving theory with societal applications, Fulton demystifies a traditionally daunting field, making it accessible to listeners of all backgrounds. The series’ success lies in its dual focus: equipping audiences with technical skills while nurturing their ability to question and contextualize data. Whether preparing for academic research, professional challenges, or informed citizenship, this podcast offers unparalleled value.
  • Kavya Govindaraju
    Clear and Insightful guide to Statistical Sampling
    The episode on sampling offers a clear and insightful explanation on the sampling techniques. Professor Brad provides practical examples which are easy to apply in real-world scenarios. As a data science student I found it very helpful for understanding sampling in research. I highly recommend it to anyone wanting to improve their knowledge of sampling methods and data analysis
  • IshanSarode
    Ideal for beginners
    This is a great podcast for anyone who is looking to grasp statistical concepts without the burden of complex math. The explanations were clear and very easy to follow which makes it ideal for beginners or students. As a student myself, I highly recommend this podcast to those who want to make sense of numbers
  • Moma0502
    Excellent podcast
    It is great podcast to revise all your stats concepts. I listened to hypothesis testing episode which immediately helped me revise the concept I have always struggled with.
  • Pzilla1
    Great podcast series!
    This podcast has played a big role in helping me better understand statistics!
  • SaiMukund
    Great intro to statistics
    Professor Fulton explains statistical concepts in a clear and engaging way, making this podcast perfect for beginners. The real-world applications help connect theory to practice, and the lectures are easy to follow. Highly recommend for anyone looking to understand data better!
  • Subashree V S
    Making Statistics Engaging, Relevant and Surprisingly Fun
    Professor Fulton’s podcast makes statistics feel surprisingly engaging and relevant, turning what many see as a dry subject into something genuinely thought-provoking. Each episode connects data to real-life situations in a way that just makes sense - whether it's using Costco samples to explain research sampling, unpacking how data influences public policy and legal decisions, or diving into survey data to explore issues like crime and abortion. The way he breaks things down makes even complex ideas feel approachable, showing how numbers shape the world around us in ways we don’t always realize. Whether you're a student, a data nerd, or just someone curious about how stats impact everyday life, this podcast is absolutely worth a listen!
  • Niketh Bayya Mahesh
    Insightful and Engaging Approach to Statistics
    As a graduate student in Computer Science, I’ve encountered statistical concepts in various courses and research work. Statistics Made Simple presents these topics in a way that is both intuitive and engaging. Professor Brad does an excellent job of breaking down complex theories into practical insights, making the material easier to grasp and apply. The clarity of explanations and real-world examples make this podcast a valuable resource for students and professionals alike. Highly recommend it to anyone looking to strengthen their statistical understanding!
  • Shaun Figueiro
    “Mastering Statistics - A practical guide”
    “Statistics Made Simple” is a fantastic resource for anyone looking to grasp statistical concepts without getting overwhelmed by technical details. For me, it served as an excellent refresher, especially since I completed my statistics course about 18 months ago. Whether you’re a student, researcher, or simply curious about data’s role in our world, this podcast is an invaluable resource. What made this podcast stand out to me is its blend of theory and practical application. Professor Fulton does an exceptional job of taking abstract statistical concepts and showing how they are used in everyday scenarios. Whether you’re looking to brush up on statistics or dive into the subject for the first time, "Statistics Made Simple" provides both the depth and clarity that makes learning statistics feel approachable and engaging.
  • AishwaryaMocherla
    Clear concepts on the go
    I was really keen on understanding how I could grasp statistical concepts without visuals or presentations, but the way Professor Brad explains each concept in utmost detail with multiple examples and different use cases made it so much easier to understand everything. I was looking to revise all statistical concepts as it had been long since I touched the basics, but I didn't really have the time to take up a course with graduation coming up. This was the perfect solution because I can now learn by just listening while doing other chores. The fact that these are lecture recordings really makes you feel like you're a part of the class as you're also able to listen to student inputs and discussions.
  • Aishwarya Mocherla
    Clear concepts on the go
    I was really keen on understanding how I could grasp statistical concepts without visuals or presentations, but the way Professor Brad explains each concept in utmost detail with multiple examples and different use cases made it so much easier to understand everything. I was looking to revise all statistical concepts as it had been long since I touched the basics, but I didn't really have the time to take up a course with graduation coming up. This was the perfect solution because I can now learn by just listening while doing other chores. The fact that these are lecture recordings really makes you feel like you're a part of the class as you're also able to listen to student inputs and discussions.
  • sprx7_7
    Outstanding
    This is an outstanding podcast that makes learning statistics engaging and accessible. Dr. Fulton’s clear explanations and real-world examples bring complex concepts to life, making them relevant beyond academia. His interactive teaching style, featuring listener questions and discussions, enhances understanding and keeps the content relatable. The podcast seamlessly blends theory with practical applications, covering topics from sampling methods to data analysis in public policy and social sciences. Additional resources, like lecture slides, further enrich the learning experience. Whether you're a student or professional, this podcast is a valuable resource for mastering statistics and applying it effectively. Highly recommended!
  • Sai Nihal Konduti
    Engaging and insightful resource
    I found Professor Brad Fulton's Stats Podcast to be an excellent introduction to the practical applications of statistics. The course effectively simplifies complex concepts, making them relatable through real-life examples like societal trends, medical testing, and sports analytics. I particularly appreciated the emphasis on critical thinking and evaluating the validity of statistical claims, which is invaluable for both academic research and industry roles. While some references to current events may feel dated, the content remains timeless and highly relevant. Overall, it’s an engaging and insightful resource for anyone looking to build a strong foundation in statistics.
  • Pavan Pandya
    Making Statistics Simple and Engaging
    This podcast series is truly outstanding, providing a straightforward and accessible breakdown of statistical concepts. Professor Fulton’s ability to explain complex topics in a clear and engaging way, combined with relatable examples and practical applications, makes it incredibly easy to follow along. Whether you’re a student trying to grasp the basics, a researcher looking to brush up on fundamentals, or just someone curious about statistics, this podcast is a fantastic resource. It’s informative, well-paced, and an excellent way to build your understanding of statistics in the real world.
  • Harshavardhan Pinnapareddy
    Making statistics easy and accessible for everyone!!!
    This is an outstanding podcast that breaks down complex concepts into simple ones . Dr Fulton’s practical examples and clear explanation makes it very easy for beginners as well for professionals to understand the concepts. As a student I would highly recommend to anyone looking to enhance their understanding in statistics.
  • Shriyansh24
    Clear, engaging, practical statistics
    “Statistics Made Simple” is an excellent resource for anyone looking to grasp statistical concepts with clarity and ease. The episodes are well-structured, concise, and use relatable examples to break down complex topics like regression, hypothesis testing, and probability. The host’s engaging tone and focus on practical applications make the content accessible and highly relevant. It’s perfect for brushing up on fundamentals or learning how statistics are applied in real-world scenarios. I’d love to hear more about advanced topics like Bayesian analysis, but overall, it’s a fantastic podcast for learning and staying sharp.
  • Anannya khedekar
    Incredible Resource for Understanding Statistics!
    Professor Fulton does an outstanding job of breaking down complex statistical concepts into simple, easy-to-understand explanations. The podcast is engaging, well-structured, and filled with practical examples that make learning statistics both interesting and accessible. Whether you're a student looking to strengthen your foundation or a professional wanting to refresh your knowledge, this podcast is a must-listen. Highly recommended!
  • Archita P
    Excellent Resource for Beginners!
    Professor Brad Fulton did an excellent job making complex statistical methods easy to understand and highly engaging. The podcast was very well taught, with a clear focus on practical applications. It’s an invaluable resource for anyone looking to critically analyze data in academic research or everyday contexts. Highly recommended!
  • Tanvica Samudral
    Concise and clear on topics.
    If you’re aiming to advance in understanding complex statistical ideas, Dr. Brad Fulton’s podcast is essential. It offers a way to revise the basics through clear and relatable examples. As a student, I appreciate that the episodes resemble classroom sessions from Dr. Fulton’s lectures, featuring engaged participation from his students. I highly recommend this podcast to anyone looking to strengthen their foundational knowledge and gain insights into the application of statistics.
  • idieowo
    Practical outlook to fundamental concepts of statistics
    I feel like I found this podcast at the perfect time, as I had just completed an introduction to statistics course in my last semester. While my curriculum covered many topics, this podcast offered a fresh perspective on how these concepts apply to real-life scenarios. Many books on the market can feel overwhelming with heavy jargon and complex derivations, but Professor Fulton explains these ideas in a fun, simple way, making them accessible for beginners. The podcast not only covers fundamental concepts but also delves into advanced topics like chi-squared tests, regression, and ANOVA, which are widely used in the industry by data analysts and scientists. I’m confident that if I need to revisit these topics in the future, I’ll turn to this podcast again instead of a textbook.
  • Nikhil chimata
    Very clear and engaging
    Great introduction to statistics, no matter your background or field of study. The concepts and examples are explained in a clear, straightforward way, making them easy to understand. Highly recommended it to anyone looking to build a solid foundation in statistics!
  • Nishan Poojary 16
    A Practical and Engaging Dive into Statistics
    Professor Fulton’s Statistics Made Simple is an exceptional podcast that brings statistical concepts to life. As a graduate student in Computer Science, I found the explanations clear and relatable, with real-world examples like public policy decisions and medical test results making the concepts easy to understand. The straightforward delivery of topics like regression and inference ensures that listeners can follow along regardless of their prior experience. The podcast not only builds a strong foundation in statistics but also emphasizes its relevance in everyday decision-making. I also appreciated the structured approach to topics, moving seamlessly from basic concepts to more advanced ones. Whether you’re a student or professional, this podcast is a great resource for exploring the power of data in a meaningful way.
  • RevvPos
    Fantastic Resource for Learning Statistics! 🌟🌟🌟🌟🌟
    Professor Brad does an excellent job of making statistics approachable and easy to understand. I recently came back to listen to the episode on chi-squared tests, and it was so helpful! The explanations are clear, and the examples make the concepts practical and relatable. This podcast is a great resource for anyone looking to learn or refresh their knowledge of statistics. Highly recommend it to students and professionals alike!
  • ShubhamHalvadia
    Stats made simple!
    Professor Fulton’s podcast on the fundamentals of statistics and its application to social science research is both engaging and insightful. As someone new to statistics, I found his explanations clear and accessible, with real-world examples like analyzing public policy and medical test results making the concepts relatable. The emphasis on critical evaluation skills highlights the importance of statistical literacy in decision-making and societal progress. The recommended resources, including Statistics: Unlocking the Power of Data, provide excellent opportunities for further learning. This podcast is a must-listen for anyone curious about understanding and applying data in meaningful ways. Highly recommended!
  • yodawgz0
    Helpful stats
    "Statistics Made Simple" is an excellent podcast for anyone looking to understand statistics without technical jargon. Professor Fulton masterfully explains key concepts like sampling, hypothesis testing, and regression analysis with relatable examples. What makes this podcast stand out is its balance of theory and real-world application, showcasing the importance of data in decision-making. With valuable supporting resources, it's perfect for students, researchers, and curious minds alike. Educational, engaging, and easy to follow a must-listen!
  • Shikha Punjabi
    Essential Listening for Anyone Curious About Statistics!
    “Statistics Made Simple” is an absolute gem for anyone looking to understand the power of statistics without getting lost in technical jargon. Professor Fulton masterfully explains complex statistical concepts through clear explanations and relatable real-world examples—from medical diagnoses to public opinion polls. Each episode feels like a well-structured lesson, guiding listeners through essential topics like sampling, hypothesis testing, ANOVA, and regression analysis. What sets this podcast apart is its balance of theory and application. Professor Fulton doesn’t just teach statistics; he shows why they matter in our daily lives and decision-making processes. The supporting resources, including the textbook Statistics: Unlocking the Power of Data and free digital lecture slides, make it even more valuable for students and professionals alike. Whether you’re a student preparing for exams, a researcher sharpening your analytical skills, or just someone curious about how data shapes our world, this podcast is a must-listen. Educational, engaging, and easy to follow—“Statistics Made Simple” earns a solid 5 stars from me! — Highly Recommended! 🎧📊
  • Mammalz9155
    Super clear and helpful stats content
    Professor Fulton’s stats podcast has been super helpful in preparing me to be successful in pursuing my master degree. I’m currently taking a marketing analytics class, and this podcast has been super helpful in helping me understand stats basics. I love the analogies used to simplify the complicated stats terms.
  • Ramm1818
    This podcast is a game-changer!!
    Professor Brad's "Statistics Made Simple" podcast is something that makes statistics easy and simple to understand. I loved the way Professor clearly explained the concepts citing relevant examples. Usually, people run away from statistics considering the calculations and complexity that it involves, but this podcast is definitely going to pull a lot of students and professionals towards the field of statistical analysis. Thank you so much for this podcast, Professor. I highly recommend this to those who would love to break into the world of statistical analysis and gain extensive and thorough knowledge.
  • I always wonderned…
    Playing around with understanding statistical concepts…
    I’m an older adult learner, and I have been listening to this stats podcast for a few months to try to learn basic statistics. I enjoy Dr. Fulton’s lecture style of repeating concepts over and over in slightly different ways. I think where it is more difficult to follow is where the lecture slides are referenced however Dr. Fulton was happy to share a link to his slides. Thanks for doing the podcast and actually responding to my email.
  • Phaneendra_Koushik
    A great learning resource
    Professor Brad Fulton’s Statistics Made Simple has been an absolute lifesaver for me as I prepared for my stats exam. His clear and engaging explanations of topics like hypothesis testing, regression analysis, and sampling methods helped me gain a much deeper understanding of the subject. The way he connects theoretical concepts to real-world examples made even the trickiest topics feel approachable. For instance, his discussion on the societal impact of statistical models gave me a fresh perspective that went beyond just exam prep—it made me genuinely appreciate the relevance of statistics in everyday life. This podcast not only boosted my confidence but also gave me practical insights that I’ll carry beyond the classroom. If you’re a student or just someone looking to strengthen your grasp of statistics, I can’t recommend this podcast enough!
  • ShuvamS
    Way better than your typical Stats Class!
    I recently started listening to Statistics Made Simple by Prof. Brad Fulton, and it’s been an absolute delight. The podcast strikes the perfect balance between being a great starting point for novices and an excellent refresher for those familiar with statistics. Prof. Fulton’s detailed yet approachable explanations make complex topics accessible, while the candid student-teacher conversations create an engaging and interactive learning atmosphere. Practical, relatable examples further solidify the concepts, making them easy to understand and apply. A personal highlight was the episode on Confidence Intervals, a topic I’ve always struggled with but finally clicked thanks to Prof. Fulton’s clear and thoughtful explanations. This podcast is a gem for anyone looking to build or reinforce their statistical knowledge, and I’m excited to see what other topics it covers in the future!
  • Ayantika_Nandi_18
    Understanding Statistics: A Practical and Empowering Approach
    Dr. Fulton makes statistics approachable and relevant by connecting fundamental concepts to real-world applications. He breaks down key skills like gathering, analyzing, and interpreting data in a way that feels practical and less intimidating, especially for beginners. By using relatable examples such as medical tests and autism data, he shows how statistics can help address complex social issues and improve decision-making in areas like public health and government policies. What sets Dr. Fulton's approach apart is his emphasis on teaching the importance of critically evaluating statistical claims. This vital skill empowers listeners to make informed decisions and better understand the challenges we face as a society. Whether you’re a student or simply curious, this resource is perfect for seeing how statistics can simplify complex problems and provide meaningful insights for everyday life.
  • Amogh Amin
    Practical and Engaging Insights into Statistics
    The Statistics Made Simple podcast by Dr Fulton does an excellent job of breaking down statistical concepts for everyday use. The episodes cover both basic ideas, like understanding and analyzing data, and advanced topics, such as avoiding research mistakes. Episode 5 stands out for its deep dive into distributions and relationships, emphasizing the importance of tackling research questions accurately and eliminating confounding variables to draw valid conclusions. Relatable examples, like using statistics to study autism rates or linking caffeine to exam performance, make the content clear and engaging. This podcast is a fantastic resource for anyone looking to learn and apply statistics effectively in real-world scenarios!
  • Don’t AI Me
    Engaging Statistics Podcast!
    I thoroughly enjoyed the first episode of this podcast! I am enrolled in a Master of Science in Data Science program and will be taking statistics during the spring semester. I am utilizing this course to prepare for the coursework. I’m looking forward to learning more from Professor Fulton’s podcast!
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