Normal Curves is a podcast about sexy science & serious statistics. Ever try to make sense of a scientific study and the numbers behind it? Listen in to a lively conversation between two stats-savvy friends who break it all down with humor and clarity. Professors Regina Nuzzo of Gallaudet University and Kristin Sainani of Stanford University discuss academic papers journal club-style — except with more fun, less jargon, and some irreverent, PG-13 content sprinkled in. Join Kristin and Regina ...
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Statistical Methods Podcasts
The Data Skeptic Podcast features interviews and discussion of topics related to data science, statistics, machine learning, artificial intelligence and the like, all from the perspective of applying critical thinking and the scientific method to evaluate the veracity of claims and efficacy of approaches.
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Interviews with authors of JAMA Guide to Statistics and Methods chapters about common and new statistics and methods used in clinical research and reported in medical journals.
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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 Evaluati ...
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A podcast on statistical science and clinical trials. Explore the intricacies of Bayesian statistics and adaptive clinical trials. Uncover methods that push beyond conventional paradigms, ushering in data-driven insights that enhance trial outcomes while ensuring safety and efficacy. Join us as we dive into complex medical challenges and regulatory landscapes, offering innovative solutions tailored for pharma pioneers. Featuring expertise from industry leaders, each episode is crafted to pro ...
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Are you a researcher or data scientist / analyst / ninja? Do you want to learn Bayesian inference, stay up to date or simply want to understand what Bayesian inference is? Then this podcast is for you! You'll hear from researchers and practitioners of all fields about how they use Bayesian statistics, and how in turn YOU can apply these methods in your modeling workflow. When I started learning Bayesian methods, I really wished there were a podcast out there that could introduce me to the me ...
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Total Survey Design is a podcast for explaining the complexities of survey design. This podcast serves a diverse audience, including academics, small business owners, nonprofits, industry professionals, and students. Each season features episodes covering topics from survey utility to sample sizes, and question design to total survey error. Episode content includes insightful discussions, expert interviews, and special event coverage to enhance your survey skills and understanding.
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Keep it casual with the Casual Inference podcast. Your hosts Lucy D'Agostino McGowan and Ellie Murray talk all things epidemiology, statistics, data science, causal inference, and public health. Sponsored by the American Journal of Epidemiology.
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Brion Hurley from Business Performance Improvement shares his takes and thoughts on a variety of topics related to process improvement (specifically Lean and Six Sigma methods), Bursts are rapid improvement activities, so this sounded like a good word to use for these short audio clips. We'll try to keep them under 10 minutes each. Have a question? Use the Spotify app to leave us a voice message, and we might pick your question for our next episode!
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A podcast dedicated to all things quantitative, ranging from the relevant to the highly irrelevant. Co-hosts Patrick Curran and Greg Hancock talk about serious statistical topics, but without taking themselves too seriously. Think: CarTalk hi-jacked by the two grumpy old guys from the Muppets, grousing about quantitative methods, statistics, and data analysis, all presented to you with the production value of a 6th grade school project. But in a good way.
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Hi and Assalamualaikum, This channel is created to express my thoughts and sharing knowledge on statistics and other related thing regarding data analytics with some additional entertainment. Hope you enjoy listening to my podcast channel. Please give some feedback on your thought of my podcast. Thanks. Hope you enjoy. Wasalam. My Youtube Channel: https://www.youtube.com/channel/UC-1TuFeMnZN2ZII51d5T2wQ My website : https://nasirdrive1.wixsite.com/nasir916
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A weekly live show bringing you expert advice and practical tips from top data professionals. Hosted by Maven Analytics.
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Divorce doesn’t just affect the parents and children involved. From Co-workers and employees to friends, neighbors, and spouses, the toxic fallout of divorce and years of mismanaged conflict can touch us all, all over North Carolina and America, changing the way we approach the world. Veteran Divorce, Child Custody, & Family Law Attorney Ashley-Nicole Russell believes in a better way forward. Drawing on her personal and professional experience, Ashley-Nicole is changing the conversation arou ...
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E6S-Methods Lean Six Sigma Performance Podcast with Aaron Spearin & Jacob Kurian
E6S Industries, LLC
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Football Outsiders provides revolutionary, in-depth statistics you can't find anywhere else! We have new, innovative methods for analyzing skill players, offensive and defensive lines, special teams, and total team efficiency. These statistics are complete from 1984 to 2022 and will be updated weekly throughout the 2023 NFL season.
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This podcast is my attempt to learn Physics by talking about it. It is on the level of students of Engineering and basic sciences in their undergrad or higher levels of education.
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Welcome to the State of Sales Enablement podcast. Insights and actionable advice from B2B sales and sales enablement leaders that share what it takes to achieve sales enablement excellence.
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The Dungeons, Dragons, & Psychology Podcast is a TTRPG podcast that helps collaborative storytellers build great campaigns using psychology. Each episode dives into different aspects of tabletop roleplaying games, and offers listeners (psyclithids) tricks of the trade for how to improve their own games. Your host, Robert Walker, is a longtime DM and holds a MS in I/O Psychology. He is also the author of "Session Zero: The DMG to Writing Great Campaigns in any System."
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Beyond the Basics: Key Statistical Methods and Career Strategies for Data Analysts (w/ Josh Starmer)
51:41
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51:41If you were only going to learn a few statistical techniques as an analyst, where should you focus? Josh Starmer, Founder of StatQuest, shares how learning these skills can boost your career. We dive into why linear regression is the bedrock for advanced statistical tests like the t-test, and why understanding Principal Component Analysis (PCA) can…
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Factorial Clinical Trial Designs With Dr Ciolino
19:07
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19:07Jody D. Ciolino, PhD, Northwestern University, Feinberg School of Medicine discusses Factorial Clinical Trial Designs with JAMA Statistical Editor Roger J. Lewis, MD, PhD Related Content: Factorial Clinical Trial Designs Reporting of Factorial Randomized Trials
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E125: Intro to Nonparametric Statistics (Part 1 of 2)
7:29
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7:29In this podcast, I share the first two sections of a course I'm creating for Lean Six Sigma Ecosystem called "Nonparametric Statistics" Nonparametrics are an alternative way of analyzing data, but instead of using means and standard deviations traditionally taught in Green Belt and Black Belt classes, it uses median and quartiles or percentiles. Th…
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#138 Quantifying Uncertainty in Bayesian Deep Learning, Live from Imperial College London
1:23:10
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1:23:10Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch! Intro to Bayes Course (first 2 lessons free) Advanced Regression Course (first 2 lessons free) Our theme music is « Good Bayesian », by Baba Brinkman (feat MC Lars and Mega Ran). Check out his awesome work! Visit our Patreon page to unlock exclusive Bayesian swa…
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This episode of "In the Interim…" features Dr. Scott Berry, Dr. Kert Viele, and Dr. Melanie Quintana of Berry Consultants dissecting the technical and operational landscape of Bayesian statistics in clinical trial design. The episode discussed what is Bayesian statistics, the impact of informative and non-informative priors, and clarifies when and …
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A Critique of Microsoft Word’s Feedback Survey
12:44
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12:44In this episode, I talk about a survey I didn’t plan to analyze—one that popped up the moment I opened Microsoft Word. Microsoft asked for feedback, and well… I had some. I break down the flaws in their opening question, including directional bias, vague wording, and unlabeled scale points. I also reflect on how these design choices impact data qua…
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Transitioning to Analytics when You're Established, Experienced, and Possibly Well-Paid (w/ Andrew Madson)
53:39
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53:39Thinking about transitioning into analytics but worried about starting over? Andrew Madson has been in your shoes. Once a compliance executive, Andrew successfully pivoted into analytics and now is a Professor of analytics at five universities. In this episode, we dive deep into what it really takes to make a career shift when you’re already succes…
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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 pro…
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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 intrica…
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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 pro…
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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 intrica…
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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 understanding of societal behaviors and beliefs. Join our hosts as they explore fascinating variables such as LAW1, which probes experiences with robbe…
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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 societal trends and behaviors. The discussion kicks off by examining the relationship between air pollution and the proportion of paved versus grassy groun…
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In this insightful episode of "Distributions and Relationships," listeners are guided through essential statistical concepts crucial for academic assessments and research. The discussion emphasizes the importance of precisely addressing questions as posed in assignments and exams, stressing that exceeding or misinterpreting questions can detract fr…
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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 examples like the correlation between smoking and health to illustrate negative correlations in data analysis. This episode provides a thorough explanati…
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In this episode of our podcast, we delve deeper into the concept of “Confidence Intervals,” focusing on how statistical inference can help us estimate population parameters based on sample data. Building on the foundation laid in part one, we explore the roles of population parameters like mean and proportion, and how they can be estimated using sa…
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Welcome to the first episode of our three-part series on “Hypothesis Testing”. This episode dives into the complexities of hypothesis testing, an essential aspect of statistical analysis, through a live classroom setting. We witness a dynamic teaching session where students engage with challenging concepts like hypothesis formulation, sample statis…
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In this enlightening episode of our educational podcast, we continue our exploration into the fundamental aspects of statistics with the second segment in our three-part series on "Hypothesis Testing." Our host expertly navigates through the complexities of hypothesis testing in statistics, focusing on the essential question: What is the probabilit…
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In this engaging final episode of our three-part series on “Hypothesis Testing,” we delve into the intricate world of statistical significance, sample sizes, and hypothesis testing errors. Our host, alongside guest statisticians, breaks down complex concepts into understandable segments, focusing on how different sample statistics like means and pr…
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In this episode, Professor Fulton begins by clarifying the key elements that define a distribution: shape, center, and spread. Highlighting how these elements can significantly inform our understanding of data without delving into complex numerical details, the discussion progresses to more specific statistical methods, such as random sampling and …
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In this episode of our podcast, we delve into the essentials of "Normal Distributions," a fundamental concept in statistics that influences various aspects of data analysis. We start by discussing the performance on a recent exam, highlighting how understanding early lessons forms the foundation for more complex topics. The focus then shifts to qua…
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13_Inference for Categorical Variables (Part 1 of 2)
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41:17In this enlightening first episode of our two-part series on "Inference for Categorical Variables," we delve into essential statistical methods for analyzing categorical data. This discussion centers on foundational concepts such as sample statistics, standard errors, significance levels, and their pivotal roles in hypothesis testing. Through pract…
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14_Inference for Categorical Variables (Part 2 of 2)
38:45
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38:45In the concluding segment of our series on “Inference for Categorical Variables”, we delve into the intricate details of statistical analysis with a focus on correlation and differences in proportions. This episode is packed with valuable insights for anyone keen on deciphering how to interpret correlation values, particularly their direction, magn…
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15_Inference for Quantitative Variables (Part 1 of 2)
45:01
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45:01In this episode, titled "Inference for Quantitative Variables," we embark on the first segment of a two-part series dedicated to demystifying statistical analysis. Our discussion dives into hypothesis testing and confidence intervals through a practical examination of the General Social Survey (GSS) data. We focus on comparing educational achieveme…
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16_Inference for Quantitative Variables (Part 2 of 2)
38:31
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38:31In the concluding segment of our two-part series on “Inference for Quantitative Variables”, this episode dives into the finer details of the normal distribution. Building on our exploration of sample means, we shift our attention to differences in means and correlations. The discussion methodically unpacks the calculation of standard error when com…
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In this episode of the podcast, we delve into the world of statistics with a detailed discussion on “Chi Square Tests”. Our conversation begins by exploring how categorical variables like happiness can be quantitatively analyzed through statistical methods. We discuss the concept of ordered categorical variables, using happiness as a case study to …
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18_Understanding ANOVA: Exploring Variance Analysis in Statistical Inference
40:16
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40:16In this episode of our podcast, we delve into the intricate world of “ANOVA (Analysis of Variance),” a cornerstone statistical method used for discerning differences between group means across multiple categories. Our expert demystifies the math behind comparing variances within and between groups, offering a step-by-step explanation that caters to…
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19_Multiple Comparisons: Delving Deeper with ANOVA
31:47
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31:47Dive into the intricacies of statistical analysis in this episode of "Multiple Comparisons," where we explore the process of ANOVA (Analysis of Variance) and its application to multiple comparisons in academic fields. Following our previous discussion on ANOVA basics, today we focus on identifying specific group differences after establishing that …
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20_Simple Linear Regression (Part 1 of 2)
52:05
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52:05In this episode of our podcast, we delve into the essentials of “Simple Linear Regression,” a cornerstone analytical technique in both statistics and sociology. In this episode our focus is on understanding and applying mathematical models to predict outcomes based on given data. Today, we're specifically tackling the linear model, which assumes a …
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21_Simple Linear Regression (Part 2 of 2)
44:43
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44:43In this concluding episode of our two-part series on “Simple Linear Regression,” we dive deeper into the intricacies of building and interpreting linear regression models. As the final lecture before the exam, our host emphasizes the importance of proper interpretation of regression results, distinguishing between sample and population models, and …
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In this episode, Professor Fulton reviews the statistical methods of calculating confidence intervals and hypothesis tests, exploring the vital role of the standard error in these processes. As we break down complex statistical terms and methods, we also introduce three different techniques for estimating standard error, including bootstrap simulat…
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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 variable…
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BITESIZE | Practical Applications of Causal AI with LLMs, with Robert Ness
25:28
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25:28Today’s clip is from episode 137 of the podcast, with Robert Ness. Alex and Robert discuss the intersection of causal inference and deep learning, emphasizing the importance of understanding causal concepts in statistical modeling. The discussion also covers the evolution of probabilistic machine learning, the role of inductive biases, and the pote…
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Dr. Scott Berry and Dr. Kert Viele discuss the origins and implementation of the “time machine” modeling approach, beginning with sports analytics and progressing to adaptive platform clinical trials. The episode focuses on how techniques for comparing athletes across eras translate into methodology for platform trials. Key Highlights Sports analyt…
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The Backfire Effect: Can fact-checking make false beliefs stronger?
58:26
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58:26Can correcting misinformation make it worse? The “backfire effect” claims that debunking myths can actually make false beliefs stronger. We dig into the evidence — from ghost studies to headline-making experiments — to see if this psychological plot twist really holds up. Along the way, we unpack interaction effects, randomization red flags, and wh…
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Cinematic Techniques for Data Storytelling (w/ Angelica Lo Duca) | Mavens of Data
49:50
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49:50What if your next data presentation felt less like a spreadsheet and more like a blockbuster movie? In this episode, we’re joined by Angelica Lo Duca, Researcher at IIT-CNR and a master of transforming numbers into narratives, to explore the intersection of cinematography and data storytelling. Learn how to extract a “hero” from your data, structur…
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#137 Causal AI & Generative Models, with Robert Ness
1:38:19
1:38:19
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1:38:19Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch! Intro to Bayes Course (first 2 lessons free) Advanced Regression Course (first 2 lessons free) Our theme music is « Good Bayesian », by Baba Brinkman (feat MC Lars and Mega Ran). Check out his awesome work! Visit our Patreon page to unlock exclusive Bayesian swa…
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Kyle and Asaf discuss a project in which we link former guests of the podcast based on their co-authorship of academic papers.
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In this episode, Dr. Don Berry and Dr. Scott Berry provide an in-depth account of I-SPY 2, focusing on the trial’s use of the “time machine” methodology—a Bayesian solution allowing bridging across arms to inform ongoing analyses. The discussion details how predictive probabilities and adaptive randomization shaped pivotal decisions, including the …
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Leveling Up: Analytics in the Gaming Industry (w/ Carly Taylor)
59:20
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59:20In this episode, we’ll chat with Carly Taylor, Field CTO of Gaming at Databricks, to explore the fascinating world of data analytics in the gaming industry, where every click, quest, and respawn generates insights that shape the games we love. Carly shares her experience working in gaming to help harness data for better gameplay and smarter monetiz…
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E124: Using Lean Six Sigma to Reduce Patient Medication Complications (Audio by AI)
14:01
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14:01In this podcast, I share the summary of a project I worked on almost 20 years, but is still relevant today. A grant was awarded to the Cedar Rapids (IA) community to study anticoagulation management using Lean and Six Sigma. One of the key analysis performed in the project was a Gage Repeatability and Reproducibility (R&R) study. We wanted to deter…
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BITESIZE | How to Make Your Models Faster, with Haavard Rue & Janet van Niekerk
17:53
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17:53Today’s clip is from episode 136 of the podcast, with Haavard Rue & Janet van Niekerk. Alex, Haavard and Janet explore the world of Bayesian inference with INLA, a fast and deterministic method that revolutionizes how we handle large datasets and complex models. Discover the power of INLA, and why it can make your models go much faster! Get the ful…
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