Quantitude
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.
S8E07 Latent Variable Scaling: It *Do* Make No Nevermind
In this week's episode Patrick and Greg discuss alternative methods for latent variable scaling, a topic about which we are often taught don't make no nevermind but in actually can potentially make great nevermind. Along the way they also discuss favorite mathematicians, speed squares, drill bits, the quarter pounder, barley corns, butts and hogsheads, one Helen versus one Herbert, microcenturies, parlor tricks, being overserved, the Great Gonzo, but wait...there's less, get on with it, and hiding the body.
Stay in contact with Quantitude!
Web page: quantitudepod.orgTwitterX: @quantitudepodYouTube: @quantitudepodMerch: redbubble.comS8E06 Bayes Factors: I Knew You Were Going to Say That
In this week’s episode Greg and Patrick discuss Bayes Factors: what they are, what they aren't, and how we might use them in practice. Along the way we also mention Madam Flora, Big Psychic, haters, Alaska cruises, the gift, dead grandfathers, bait and switches, owing Roy Levy a favor, doddering old frequentists, lipstick and pigs, Kimi Antonelli, accordions, elevators of blood, life choices, and the Titanic.
Stay in contact with Quantitude!
Web page: quantitudepod.orgTwitterX: @quantitudepodYouTube: @quantitudepodMerch: redbubble.comS8E05 Probability and Odds: What's the Vig?
In this week's episode Greg and Patrick explore the fun but sometimes confusing world of probability, odds, log odds, and odds ratios, both when encountered in statistics and in every day life. Along the way they also discuss empty airplane hangars, drink carts, Qalshi, Costco hot dogs, the tush push, Quantitude International, The Blues Brothers, spelled with a Q, the vigorish, Mr. Peabody, a probability of 1.8, what the log giveth, and horse steroids.
Stay in contact with Quantitude!
Web page: quantitudepod.orgTwitterX: @quantitudepodYouTube: @quantitudepodMerch: redbubble.comS8E04 The Curriculum Vitae Roadshow
In this week's episode Patrick and Greg have a somewhat circuitous conversation about the academic curriculum vitae across the professional lifespan: what it is, why we have it, and what kinds of things may or may not go on it. Along the way they also discuss Antiques Roadshow, Duolingo streaks, Oscar, Greg's front door, Teddy Roosevelt, sarcastic Spanish, Coors Light as a religion, the doodad drawer, riptide warning flags, flaming trash dumpsters, a middle seat on Southwest Airlines, you got two minutes, danger Will Robinson, where's Waldo, and God's most thankless task.
Stay in contact with...
S8E03 Control Yourself: A Conversation With Paul Allison
In this week's episode Greg and Patrick are honored to have a discussion with Paul Allison who is a sociologist and a titan in the field of quantitative methodology. Although they could talk with Paul about a dozen different topics, they narrow it down to his seminal work in longitudinal fixed effects models. Along the way they also discuss ren fairs, frilly shirts, turkey legs, drama kids, shiny beans, psychohistory, not having command of Eigenvalues, the world's shortest abstract, Yale not liking you, the Quantitude topic spinner, cows nested in herds, people who should know better, Jack LaLanne, the t...
S8E02 Lost in Standardization
In this week's episode Greg and Patrick have a loosely organized discussion about metrics, including the pros and cons of raw versus standardized scales and the advantages of having multiple metrics for the same effect. Along the way they also discuss the Odyssey, Dulles airport, driving in Canada, Smitty's corpse, friends in low places, two minute warnings, He's Not Here, Carolina basketball, fixing it in post, buying firewood, Salzburg vs. Munich, 440 megahertz, Space Force, four middle schools, and get it together people.
Stay in contact with Quantitude!
Web page: quantitudepod.orgTwitterX: @quantitudepodYouTube: @quantitudepodMerch: redbubble.c...S8E01 The True Crimes of Null Hypothesis Significance Testing
In this first episode of Season 8, Greg and Patrick decide it is deeply unfair that the podcast has not grown popular enough for them to buy their own Quantitude jet. They thus decide to make it a true crime podcast and dedicate the episode to revisiting the crimes and punishment of Null Hypothesis Significance Testing. They plagiarize other true crime podcasts to delve into the case and determine if justice was served.
Stay in contact with Quantitude!
Web page: quantitudepod.orgTwitterX: @quantitudepodYouTube: @quantitudepodMerch: redbubble.comS7E24 The Seven Questions of Quantitude (Plus or Minus Two)
In this week's episode Greg and Patrick revisit their earlier promise of creating seven questions that will help you use your Quantitude to annoy the people you love. Having broken their promise, they are free to propose nine questions for which they seek a mnemonic device that does not include an acronym. Along the way they discuss relationship mandates, mildly inebriated brothers, hypoxic voice memos, fish vs. ice cubes, Smitty's corpse, talking to houseplants, statistical baggage, Henry V, Pascal's wager, My Very Educated Mother, massaging cryptids, making mischief, being cruciferous, Peter and Gary, pneumatic devices, and so that happened.
S7E23 Quantitude Philosopher of Science Trading Cards
In this week's episode Patrick and Greg talk about creating collectible trading cards for some of our favorite philosophers of science and the impact each has had on how we think about the practice of research. Along the way, they also discuss goose mating calls, collapsed sinuses, Riverdance!, Comfortably Numb, Pikachu and Jigglypuff, the back of Andrea Howard’s car, pseudoscience, ad hoc immunizing maneuvers, Well duh, reading Greek or eating paste, leeches and trephining, young Turks, Bart Simpson, frictionless vacuums, Hungarian homeboy, middle kids, protective belts, zone coverage, crossing the bar, V1, and pissing people off.
S...
S7E22 Is College Worth It? Maybe...
In this In the Wild episode, Patrick and Greg conclude their unexpected cluster of college-themed conversations by turning their Quantitude loose on the ultimate question: is college worth it. In particular, they discuss how the multi-layered, individualized, and ever-changing nature of a college education make this question especially tricky to answer.
Stay in contact with Quantitude!
Web page: quantitudepod.orgTwitterX: @quantitudepodYouTube: @quantitudepodMerch: redbubble.comS7E21 Qualitative Research with Emily Namey
In this week's episode Greg and Patrick have a wonderful time talking about qualitative research methods with Emily Namey. Emily has dedicated her entire career to qualitative research and she helps them better understand what it is, what it can do, and how it plays a critical role in understanding the complexities of human behavior. Along the way they also discuss rushing to and from LA, human heads, social props, gold stars, cut stories, hula dancing, PBS and National Geographic, a sad Italian, surfer dudes, middle managers, dead grandmothers, have skills-will travel, the Montagues and the Capulets, and being...
S7E20 Modeling Co-Development Over Time
In this week's episode Greg and Patrick follow-up their previous discussion of time-varying covariates with a conversation about methods for modeling the simultaneous development in two or more constructs over time. Along the way, they also discuss back tattoos, right lane closures, 49.5 lb luggage, Clear, the United lounge, Sharpies, Neo, the Urfdedurfdedingerdonger, living with mommy or daddy, Hairballs of Science, selfish bastards, Lick‘em Señor, phantom variable road trip, The Trouble with Tribbles, achieving our ideal rank, and apologies to the Dutch.
Stay in contact with Quantitude!
Web page: quantitudepod.orgTwitterX: @quantitudepodYouTube: @quantitudepodMerch: red...S7E19 Growth Modeling With Time-Varying Covariates
In this week's episode, Greg and Patrick have great fun talking about the inclusion of time-varying covariates within growth models. They differentiate time invariant from time varying predictors, explore how these are differentially incorporated in the MLM and SEM, and conclude with both the strengths and the limitations of these models in practice. Along the way they also discuss Herb Alpert, incessant complaining, downtown Charlotte, Spinal Tap drummers, back dating checks, John Stuart Mills' corpse, time machines, blind squirrels, making good choices, pokes and prods, twitching eyes, mutually assured destruction, being quant curious, high school hallways, it's not fair...
S7E18 St. Patrick's Day Pub Quiz
In this week's episode, Greg and Patrick magically find themselves at trivia night in the Rusty Mackerel pub in Teelin, Ireland, where a secret celebrity trivia master puts them on the spot to test their knowledge of statistics and statisticians. Along the way they also discuss St. Paprikash, no back story, Hooker Oklahoma, The Karate Kid 2 soundtrack, the fourth wall, magically delicious, tau or taw, taco inception, Ted 2, the ESPN curse, 4.1% alcohol, lightning rounds, doohickeys, never Belgium, and The Rev.
Stay in contact with Quantitude!
Web page: quantitudepod.orgTwitterX: @quantitudepodYouTube: @quantitudepodMerch: redbubble.comS7E17 Elements of Structural Equation Models with Ken Bollen
In this week's episode Patrick and Greg talk with Ken Bollen who is a Professor of Psychology and Sociology at the University of North Carolina at Chapel Hill. In addition to exploring topics including home made rockets, sitars, and Jimi Hendrix, Ken talks with them about his brand new book Elements of Structural Equation Models and how he aspired to capture the many recent developments in SEM that have occurred since his monumental 1989 book on the same topic. Along the way they also discuss brushes with greatness, naughty bits, Mick Jagger, sharing a urinal, marginal notes, stranded in Brussels...
S7E16 Jumping Into Regression Discontinuity Designs
In this week's episode, Greg and Patrick discuss the decades-old method of the regression discontinuity design and describe how, when properly applied, this approach can strengthen our causal inferences when using quasi-experimental data. Along the way they also discuss Ravenclaw vs. Gryffindor, playing barefoot darts, gaming the system, I see dead people, Googling age cut-offs, Van Halen's "Jump", Zoom calls in class, senior discount day, pivots, building saddles, biggest guy in the bar, grunting tennis players, refusing a raise, when the cops show up, and the ninth step.
Stay in contact with Quantitude!
Web...S7E15 Are College Rankings Useful? Maybe...
In this In the Wild episode, Greg and Patrick turn their Quantitude loose on college rankings. In particular, they discuss whether these rankings are of use to anyone at all, and what issues we would need to have addressed in order for us to be able to answer that question.
Stay in contact with Quantitude!
Web page: quantitudepod.orgTwitterX: @quantitudepodYouTube: @quantitudepodMerch: redbubble.comS7E14 Sample Size Planning: The Groundhog Day Episode
In this week's episode Greg and Patrick talk, for the third time, about power analysis, drawing on a recent paper by Greg and Yi Feng at UCLA, that reminds us how little we actually know when sample size planning, and then offers a concrete, cautious strategy for planning in the face of that uncertainty. Along the way they also mention Punxsutawney Phil, acknowledgments, bold ass titles, dark matter, driving angry, crystal balls, Ned Ryerson, shock absorbers, King Henry IV, yard sales and haggling, hurricane insurance in Denver, and perineums and pessimums.
Stay in contact with Quantitude!...
S7E13 Time-Varying Effect Models
In this week's episode Patrick and Greg explore the incredibly cool possibilities offered by the time-varying effects model as a non-parametric alternative to the more restrictive time-varying covariate model. Along the way they also mention North Dakota, Cal Ripken Jr., pre-gaming, not trying to be funny, left lane guy, Walker Texas Ranger, smelling toast, Bob Ross, hearing sirens, muu-muus, petulant teenagers, two old men, boing boing boing, greedy bastards, hostage negotiations, going off the rails, and being made whole.
Stay in contact with Quantitude!
Web page: quantitudepod.orgTwitterX: @quantitudepodYouTube: @quantitudepodMerch: redbubble.comS7E12 The Gift of Regifting
This week's episode is the seventh annual Quantitude Holiday Special, but because Greg and Patrick both forgot to get each other something, they frantically regift one another some of their favorite sponsors from prior episodes. Along the way they also discuss Quantitude Studio A, two foot tall porcelain penguins, electric bug zappers, personalized cutting boards, balls dropping, Sir Francis Galton, Brad Pitt, the two people who actually listen to a full episode, Christmas Eve, Muffin the kitten, Alan Rickman, Mr. Riclpm, Top Gun, and an Easter egg from Jiffy.
Stay in contact with Quantitude!
...S7E11 Should Essays be Used in College Admissions? Maybe...
In this In The Wild episode, Patrick and Greg turn their Quantitude loose on college admission essays, in particular whether or not they should be used to make such high-stakes decisions, and they discuss what issues would need to be addressed in order to answer that question.
Stay in contact with Quantitude!
Web page: quantitudepod.orgTwitterX: @quantitudepodYouTube: @quantitudepodMerch: redbubble.comS7E10 A Report Card on GPAs
In this week's episode Patrick and Greg have fun exploring the questionably valid but always high stakes role of the grade point average, of GPA. They consider the different ways in which grades can be assigned, what they may or may not actually represent, and how they have become increasingly inflated over time. Along the way, they also discuss not being agnostic, math vs. sociology, avoiding homework, eye patches, participation credit, revenge committee assignments, trust falls, bad dermatologists, meeting expectations, Trojan horse questions, failing law school, picking your battles, GPA as rolling D&D dice, and holding forth.
S7E09 Modeling Categorical Change with Latent Transition Analysis
In this week's episode Patrick and Greg talk about latent transition analysis, which embeds latent class analysis within a longitudinal context, allowing us to explore, as well as to formally test, patterns of individual change in latent class membership over time. Along the way they also mention: identity crises, the crossword puzzler, the nihilist, here comes the asteroid, deck chairs and floating doors, grizzled 25-year-olds, burying the lede, victory yells, Pepsi vs. Coke, magic wiping cloths, and lining up to slap Greg.
Stay in contact with Quantitude!
Web page: quantitudepod.orgTwitterX: @quantitudepodYouTube: @quantitudepodMerch: redbubble...S7E08 Bootstrapping
In this week's episode Greg and Patrick discuss the amazing world of the empirical bootstrap. They start with inferential testing using business as usual, describe where that quickly runs into problems, and explore where bootstrapping does and, importantly, does not help move us forward. Along the way they also discuss midnight in Bangkok, the awe of a 747, the Wright Brothers, what's your point, sampling a crappy sample, indulging neurons, Guinness beer, just go faster, what does Tukey know, kids these days, sticking to the story, the symmetric horse, Greenday and Coors Light, everything is awesome, petulant teenagers, and maybe...
S7E07 Is the SAT Biased and Should be Banned? Maybe...
In this In The Wild episode, Greg and Patrick turn their Quantitude loose on the ever-present SAT, in particular the premise that it is biased and should be banned. They also talk about what issues would need to be addressed in order to evaluate whether or not that's a reasonable claim.
Stay in contact with Quantitude!
Web page: quantitudepod.orgTwitterX: @quantitudepodYouTube: @quantitudepodMerch: redbubble.comS7E06 Non-Academic Jobs: A Conversation with Jeremy Miles
In this week's episode, Patrick and Greg have a lovely conversation with Jeremy Miles, a quantitative methodologist who has worked in both academic and industry settings. Jeremy draws on his own extensive experiences to describe what an industry job is like and how one can prepare to move into this type of position. Along the way they also discuss sub-conning expertise, mystery companies, Americans’ mispronunciations, Quantitude International, avoiding math, statistics vs. biostatistics, fighter pilots with Ph.D.s, Eau Rouge, game rooms, 99% missing data, being correct-ish, harumphs, pay cuts, Kai Ryssdal, and Lewis Hamilton vs. George Russell.
S...
S7E05 The Academic Job Talk
In this week's episode, as we head into the academic job season, Patrick and Greg offer some well-meaning advice about one of the most important aspects of an on-site interview, the academic job talk. Along the way they also mention the changing of the cactus needles, Colon Blow, big pumpkin, cutting out job ads, the job talk bagel bar, waiting for Wisconsin, y-hat forever, hold my beer, hello Cleveland, toilet inspirations, Olympic ice skating hook, cat with a stopwatch, showing your stomach, golf swings, make good choices, and the wisdom of RuPaul.
Stay in contact with Q...
S7E04 Does Birth Order Matter? Maybe...
In this week's In The Wild episode, Patrick and Greg turn their Quantitude loose on the premise that birth order has a causal impact on the very person who you are. They discuss what questions they would raise and what issues they would need to have addressed in order to fully evaluate whether or not this is a reasonable claim.
Stay in contact with Quantitude!
Web page: quantitudepod.orgTwitterX: @quantitudepodYouTube: @quantitudepodMerch: redbubble.comS7E03 Nonparametric Procedures
In this week's episode, Greg and Patrick explore the very cool yet often overlooked suite of non-parametric statistical tests. They talk about their strengths and weaknesses and how these might be profitably used in practice. Along the way they also discuss science fairs, spaghetti bridges, don't take this the wrong way, jazz hamster, the Bernoulli Principle, everyone wins, glitter is not science, Speed Racer, George Russell being a baby, ppphhhhbbbbt, Miles Davis, and the conch shell.
Stay in contact with Quantitude!
Web page: quantitudepod.orgTwitterX: @quantitudepodYouTube: @quantitudepodMerch: redbubble.comS7E02 Is NPR Liberally Biased? Maybe...
In this week's special In The Wild episode, Patrick and Greg turn their Quantitude loose on the premise that National Public Radio is liberally biased, talking about what issues we would need to have addressed in order for us to be able to evaluate whether or not that's a reasonable claim.
Stay in contact with Quantitude!
Web page: quantitudepod.orgTwitterX: @quantitudepodYouTube: @quantitudepodMerch: redbubble.comS7E01 The Seven Year Itch
In this week's episode, the first of Season 7, Greg and Patrick argue about whether the number seven is a propitious or an inauspicious omen for the new season. They then explore ways we can spice up our relationship in hopes of avoiding the Seven Year Itch. Along the way they also discuss t-shirt wearing dogs, Mickey Mantle, the seven deadly sins, Akira Kurosawa, the Boeing triple-seven, menage-a-pods, unwritten books, El Duderino, mmmmmmaybe, I see dead people, ROYGBIV, Ozzy Man, dodgy cats, short cons and long cons, and Tate's study group.
Stay in contact with Quantitude!
...S6E21 Quantitude: How the Sausage is Made
In this week's episode, the last of Season 6, Patrick and Greg pull back the curtain and reveal how the Quantitude sausage is actually made. Their motivation is to share their own joys and challenges in making a podcast in the hope that others might consider doing this themselves, whether it be for simple self-satisfaction or for using it as a free speech platform in a time when other avenues of communication are feeling increasingly compromised. Along the way they also discuss baring your soul, being 20 minutes away, losing money, Guglielmo Marconi, palak paneer, Taylor Swift, Machiavelli's bad rap, Quincy J...
S6E20 Dominance Analysis
In this week's episode Greg and Patrick explore the extremely clever yet inexplicably underused method of dominance analysis which offers a set of techniques for determining the relative importance of predictors in a regression model. Along the way they also discuss giving compliments, looking tired, Indy vs. F1, chicken paprikas, Gustav Holst, Fozzie Bear, not paying attention while recording, Lewis Hamilton pin-ups, Lando Calrissian, equation forts, being appallingly cool, making no sense at all, and magnums of champagne.
Stay in contact with Quantitude!
Web page: quantitudepod.orgTwitterX: @quantitudepodYouTube: @quantitudepodMerch: redbubble.comS6E19 Misheard (Statistical) Lyrics: A Mixtape
In this week's episode Patrick and Greg have some serious fun with song lyrics they misunderstood at some point in their personal lives. They then use this as a thinly veiled excuse to explore some very basic statistical things that they have also misunderstood at some point in their professional lives. Along the way they discuss over-engineered front ends, mumbling, Scaramouche, mondegreens, Tony Danza, Bingo Jed, word salad, containers, sitting next to Kurt Cobain, kicking cats, tiddles, ears ringing, the Dunder Chief, wrinkles in the space time continuum, naked or not, missing data bouncer, colite gas, and dying on...
S6E18 Count Variables
In today’s episode Patrick and Greg talk about outcomes that are count variables: when you need to worry about them and what you can do about them within your analytical models. Along the way they also mention: Bela Lugosi, Vlad the Impaler, Patrick the Poker, Count Chocula, Count von Count, drunken bar brawls, secret distributions, K!, bio breaks, second favorite child, Animal Farm, Cliff’s notes, A’s in band, and more equal zeros.
Stay in contact with Quantitude!
Web page: quantitudepod.orgTwitterX: @quantitudepodYouTube: @quantitudepodMerch: redbubble.comS6E17 Age-Period-Cohort Analysis
In this week's episode Greg and Patrick explore both the challenges and the opportunities of age-period-cohort analysis when trying to understand the complexities of human behavior over time. Along the way they also discuss bachelor night, Dave Brubeck, pay phones, street lights, global nuclear war, lazy thinking, I'm not a crook, biking to grandmas, HMS Pinafore, the Beatles, aggressive mice, trash snakes, and getting high at A-Basin.
Stay in contact with Quantitude!
Web page: quantitudepod.orgTwitterX: @quantitudepodYouTube: @quantitudepodMerch: redbubble.comS6E16 Correspondence Analysis
In this week's episode Greg and Patrick shine a flashlight on correspondence analysis and find that this is an extraordinarily cool yet often neglected method similar to factor analysis but applied to nominal contingency tables. Along the way they also discuss online personality tests, marital therapy, modern antibiotics, the Newlywed Game, grand slams, the advantages of being flexible, disrespecting nominal variables, formally apologizing to linguists, Winnie the Pooh, VH1's Pop-Up Video, the witches of Macbeth, Wait Wait Don't Tell Me, and the downsides of Novocaine.
Stay in contact with Quantitude!
Web page: quantitudepod.o...S6E15 Loglinear Models: Someone Should Have Told You
In this week’s episode Greg and Patrick talk about loglinear models as a clever method to deconstruct the potential dependencies among two or more categorical variables. Along the way, they also discuss Children of the Corn, Mr. Magoo glasses, tighty whities, Fogo de Chão, blinded by hand soap, logarithms as drug mules, Euler Euler Euler, conspiracy boards and red yarn, M&M colors, depth perception problems, and apologies to Mrs. Johnson
Stay in contact with Quantitude!
Web page: quantitudepod.orgTwitterX: @quantitudepodYouTube: @quantitudepodMerch: redbubble.comS6E14 Factor Rotation: But is it Art?
In this week's episode Greg and Patrick invoke the very personal interpretation of modern art as a framework for thinking about the exceedingly cool topic of rotation in exploratory factor analysis. Along the way they also discuss Venice Beach, haystacks, drug fronts, being insufferable, ignoramuses, .22's and stop signs, weak pivots, honking factors, pooping out matrices, the Gulf of America, twitchy eyeballs, big fat zeros, obliquity, and Extortomax.
Stay in contact with Quantitude!
Web page: quantitudepod.orgTwitterX: @quantitudepodYouTube: @quantitudepodMerch: redbubble.comS6E13 Group Codes in GLM: Dummy and Dummier
In this week's episode Greg and Patrick talk about group coding approaches, like dummy variables and effect code variables, for helping to analyze group differences within the larger general linear model. Along they way they also discuss hacking up a lung, made for audio faces, walking pneumonia, putting Vicks VapoRub on your feet, cards in your spokes, confusing rental cars, crash test dummies, what is your quest, 25-cent Nyquil night, Bonferroni glasses, the Romans, and Nyquil haze.
Stay in contact with Quantitude!
Web page: quantitudepod.orgTwitterX: @quantitudepodYouTube: @quantitudepodMerch: redbubble.com