In this episode Greg and Patrick wander semi-drunkenly around the topic of model-based inference and discuss how this perspective can help move us forward as a scientific discipline. They also somehow manage to discuss explosives, sniffing glue, homemade 787s, catfish noodling, the Ikea helpline, Calvinball, Ludwig Beethoven, Rube Goldberg, hell’s half acre, denouements, and intolerable […]
S2E05: Model Based Thinking Read More »
Patrick and Greg open with a disagreement about time travel movies, which then somehow devolves into a discussion of alternative approaches to modeling longitudinal data. They agree that a core issue to consider is the separation of within-person and between-person components of change over time, both theoretically and analytically. Throughout the discussion they also mention
S2E02: The Auto-Regressive Cross-Lagged Horror Picture Show Read More »
Greg and Patrick talk about internal validity — broadly and traditionally — but also as an increasingly important lens through which to view our information-saturated world, and be responsible, critical, and skeptical members of scientific communities as well as society. Along the way, they also mention gargling bleach, 5G cell towers, vaping lysol, fecal transplants,
S1E26: The Internal Validity Pre-Flight Checklist Read More »
Patrick and Greg draw on their experience in author, reviewer, and editorial roles to talk about the manuscript review process, and offer strategies for revising a manuscript and crafting a letter in response to editorial guidance and reviewer feedback. Along the way they also discuss spring break for octogenarians, spitting on graves, being flabby and
S1E25: Reviewer 2 — A Love/Hate Relationship Read More »
In today’s episode, Greg and Patrick start a conversation about how COVID-19 has had an instantaneous and lasting impact on research, what we can do about it right now, and what we can be thinking about for the future as we move forward, together. Along the way they also manage to mention… elevators of blood,
S1E24: Research in the Time of Corona Read More »
Patrick and Greg spend an hour stumbling through the world of Monte Carlo computer simulation methodology as a way of knowing within the quantitative sciences. They also delve into: bad ideas, the Dans in Patrick’s life, unique Zoom backgrounds, typical birth weights, theoretical models underlying reading glasses, Jan Ken Pon, being due, archery, blue and
S1E23: Computer Simulation: Carlo. Monte Carlo. Read More »
Patrick and Greg are inspired by the community support we are witnessing during this time of crisis, and they expand this discussion into the community of science. They drill down into the collaborative approach of integrative data analysis in which models are fit to data that have been aggregated across multiple independent samples. They also
S1E21: Integrative Data Analysis — The Quest for a Cooperative, Cumulative Science Read More »
Greg and Patrick start with what seems like a reasonable metaphor linking musical compositions to planned missing data designs, and then they proceed to beat it to death. Then, just when you think they’ve buried it, they dig it back up and beat the carcass some more before eventually just running out of time. In
S1E17: Planned Missing Designs (or, How to Beat a Metaphor to Death) Read More »
In the second episode of Quantitude, Patrick and Greg channel the spirits of the two old men from the Muppet show (Waldorf and Statler, in case you’re curious) and argue about the relative risks and benefits of statistical power analysis. They also discuss Patrick’s mother, leaf blowing, 11 year-old saxophone players, the fortuitous ambiguity of
S1E02: (Statistical) Power Struggles Read More »
