Themes and summary (AI-generated based on podcaster-provided show and episode descriptions):
➤ Quantitative methods • Statistical analysis • Factor analysis • Structural equation modeling • Regression techniques • Academic career advice • Probability and distributions • Data analysis challenges • Guest experts
This podcast, titled "Quantitude," offers a blend of serious statistical exploration and light-hearted banter, making complex quantitative methods accessible and engaging. Hosted by Patrick Curran and Greg Hancock, the series covers a wide array of topics in quantitative analysis, statistics, and data science, all delivered with a humorous touch reminiscent of a well-spirited school project.
The episodes frequently delve into specific statistical techniques and their applications. Topics such as survival analysis, structural equation modeling, directed acyclic graphs, and item response theory are explored in depth. The hosts also tackle advanced methods like regularized variable selection, tendency testing, and meta-analysis. Moreover, essential statistical concepts such as multicollinearity, regression to the mean, confidence intervals, and Simpson’s Paradox are recurrently discussed, providing both theoretical insights and practical implications.
Amidst the technical discussions, the podcast often brings in guest experts to offer unique perspectives, such as practitioners in classification and regression tree analysis or advanced factor structures. This variety ensures that listeners gain a comprehensive understanding of quantitative methods from multiple viewpoints.
Interspersed with these serious discussions are more relaxed and relatable segments where the hosts allow their personalities to shine. They frequently discuss everyday occurrences and personal anecdotes, ranging from arguments with relatives to peculiar academic experiences. This blend of humor includes whimsical conversations about everything from "playing with mercury" to "drunken 3-way interactions" and even "Zombie Wheel of Distributions."
Overall, this podcast presents itself as a resource for both budding and seasoned statisticians looking to deepen their understanding of quantitative methods while enjoying a good laugh. The mixture of rigorous academic content delivered with an approachable and often comical presentation style sets it apart as an educational yet thoroughly entertaining series.
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Episodes:
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S5E25 Is Being a Professor the Right Fit for Me?
2024-May-21
52 minutes
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S5E24 Zombie Wheel of Distributions
2024-May-07
47 minutes
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S5E23 A Rosetta Stone for DAGs and SEM
2024-Apr-30
48 minutes
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S5E22 Survival Analysis in the Social Sciences: It's About Time
2024-Apr-23
47 minutes
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S5E21 Multilevel Factor Analysis: But What Do The Factors Mean?!
2024-Apr-09
47 minutes
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S5E20 Local fit...Because Global Fit Measures Suck!
2024-Apr-02
46 minutes
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S5E19 Item Response Theory, Q.E.D.
2024-Mar-19
49 minutes
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S5E18 Probability on Spring Break
2024-Mar-12
44 minutes
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S5E17 Classification and Regression Trees with Yi Feng
2024-Feb-27
50 minutes
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S5E16 Simpson's Paradox
2024-Feb-20
33 minutes
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S5E15 Classical Test Theory (in bed)
2024-Feb-06
49 minutes
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S5E14 Regression to the Mean
2024-Jan-30
34 minutes
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S5E13 The Confidence Interval's Tale
2024-Jan-23
47 minutes
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S5E12 Meta-Analysis With Paschal Sheeran
2024-Jan-16
43 minutes
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S5E11 Statistical Ideas That Die Hard
2023-Dec-12
44 minutes
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S5E10 Nonlinear Latent Growth Curve Models (Taylor's Version)
2023-Dec-05
49 minutes
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S5E09 Regularized Variable Selection Methods
2023-Nov-28
51 minutes
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S5E08 Confirmatory Composite Analysis: Enter the Hexagon
2023-Nov-14
48 minutes
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S5E07 Perspectives on Formative Factors & Causal Indicators
2023-Nov-07
47 minutes
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S5E06 Advanced Factor Structures
2023-Oct-31
46 minutes
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S5E05 Multilevel Models Unleashed
2023-Oct-17
55 minutes
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S5E04 Dissertations: Quant Ideas From Actual Experts
2023-Oct-10
50 minutes
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S5E03 The DON'Ts and DOs of the Dissertation
2023-Sep-26
40 minutes
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S5E02 Multicollinearity: The Usual Suspect
2023-Sep-19
44 minutes
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S5E01 Receiver Operating Characteristic (ROC) Curves
2023-Sep-12
53 minutes
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S4E25 Cluster Analysis
2023-May-30
46 minutes
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S4E24 Longitudinal Measurement Invariance
2023-May-16
50 minutes
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S4E23 QuantCrit: A Conversation With Christen Priddie
2023-May-02
46 minutes
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S4E22 April Fools! Quantitative Things That Fool Us
2023-Mar-28
45 minutes
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S4E21 Exploratory Structural Equation Modeling
2023-Mar-14
44 minutes
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S4E20 Dynamic Structural Equation Models with Ellen Hamaker
2023-Mar-07
49 minutes
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S4E19 The Dark Art of Regression Diagnostics
2023-Feb-21
47 minutes
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S4E18 The Latent Variable Interaction Files
2023-Feb-14
43 minutes
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S4E17 Variable Transformations: Box-Cox, Fox in Socks
2023-Feb-07
45 minutes
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S4E16 Discovering the False Discovery Rate
2023-Jan-31
47 minutes
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S4E15 Flipping Our Hypotheses to Test Equivalence
2023-Jan-24
40 minutes
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S4E14 Growth Trajectory Estimates...What's My Line?
2023-Jan-17
47 minutes
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S4E13 Model-Based Power Analysis… The Power of *What*
2023-Jan-10
54 minutes
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S4E12 Secret Father Christmas Actually
2022-Dec-20
52 minutes
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S4E11 The Centrality of Noncentral Distributions
2022-Dec-06
54 minutes
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S4E10 Test Driving Model Identification
2022-Nov-29
50 minutes
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S4E09 Intensive Longitudinal Data: Be Careful What You Wish For
2022-Nov-15
52 minutes
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S4E08 Missing Data: The New State Of The Art With Craig Enders
2022-Nov-08
50 minutes
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S4E07 The Quanti-House of Horror
2022-Oct-25
44 minutes
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S4E06 Building the Model You Want: With Laser Cannons!
2022-Oct-18
54 minutes
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S4E05 Moderated Nonlinear Factor Analysis: A Conversation with Dan Bauer
2022-Oct-11
56 minutes
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S4E04 Partial Least Squares: Straight Outta Uppsala
2022-Oct-04
55 minutes
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S4E03 Two-Stage Least Squares Strikes Back
2022-Sep-27
57 minutes
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S4E02 Underachievers, Overachievers, & Maximum Likelihood Estimation
2022-Sep-20
55 minutes
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S4E01 Ordinary Least Squares: Back Where It All Began
2022-Sep-13
51 minutes
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S3E28: The Challenges & Joys of Academia
2022-May-10
63 minutes
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S3E27: Propensity Scores -- I Meant To Do That!
2022-Apr-19
57 minutes
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S3E26: The 411 on Information Theory
2022-Apr-12
63 minutes
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S3E25: Fungible Parameter Estimates and Earthquake Waller
2022-Apr-05
55 minutes
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S3E24: The Wright Stuff – The Beauty of Path Tracing Rules
2022-Mar-29
60 minutes
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S3E23: The Mättrix Part II: Using Matrices To Our Advantage
2022-Mar-08
53 minutes
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S3E22: The Mättrix Part I: Defining & Manipulating Matrices
2022-Mar-01
56 minutes
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S3E21: A Low-Resolution Discussion of Sampling Distributions
2022-Feb-22
51 minutes
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S3E20: The Rise of Machine Learning in the Social Sciences with Doug Steinley
2022-Feb-15
51 minutes
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S3E19: Social Network Analysis: Making Connections with Tracy Sweet
2022-Feb-08
49 minutes
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S3E18: Aunt Roz's Guide to Latent Means Models
2022-Feb-01
54 minutes
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S3E17: Logistic Regression: 2 Logit 2 Quit
2022-Jan-25
55 minutes
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S3E16: Your COVID Rapid Test Result: Are You Positive You're Positive?
2022-Jan-18
44 minutes
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S3E15: Heywood You Help Me With Negative Residual Variances?
2022-Jan-11
54 minutes
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S3E14: Patrick & Greg's New Year's Balls Drop
2021-Dec-14
43 minutes
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S3E13: Actor-Partner Interdependence Models
2021-Dec-07
53 minutes
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S3E12: The History of Measurement: A Conversation with Derek Briggs
2021-Nov-30
54 minutes
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S3E11: The Cons and the Cons of Median Splits
2021-Nov-16
56 minutes
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S3E10: Observation and Exploration
2021-Nov-09
58 minutes
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S3E09: Semi-Partially Clarifying Measures of Association in Regression
2021-Nov-02
51 minutes
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S3E08: Statistical Degrees of Freedom... An Intimate Stranger
2021-Oct-26
59 minutes
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S3E07: In Defense of Researcher Degrees of Freedom
2021-Oct-19
58 minutes
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S3E06: Item Parcels: What Could Possibly Go Wrong?!
2021-Oct-12
51 minutes
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S3E05: Pop Quiz 3: Ethan's Revenge
2021-Oct-05
51 minutes
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S3E04: Two Time Point Data: What Is Your Quest?
2021-Sep-28
60 minutes
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S3E03: Principal Components Analysis is your PAL
2021-Sep-21
58 minutes
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S3E02: Johnson-Neyman Regions of Significance
2021-Sep-07
62 minutes
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S3E01: Leaping to Statistical Conclusion Validity
2021-Aug-31
59 minutes
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S2E37: A Summer of Love History of Quant, Part 3
2021-Aug-10
51 minutes
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S2E36: A Fireside History of Quant, Part 2
2021-Jul-20
59 minutes
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S2E35: A Poolside History of Quant, Part I
2021-Jun-29
65 minutes
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S2E34: The Mentorlorian
2021-May-11
64 minutes
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S2E33: Truth, Balderdash, and Construct Validity
2021-May-04
57 minutes
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S2E32: Lies, Damned Lies, and Random Samples with Laura Stapleton
2021-Apr-27
54 minutes
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S2E31: Quantitude HaiQ / Metaphor for Team Science / Plus Intern Issues
2021-Apr-20
61 minutes
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S2E30: ‘Always Center Your Predictors!’ And Other Sh*t My Advisor Says
2021-Apr-06
60 minutes
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S2E29: Multilevel Models -- The Often Unnecessary Green Monster
2021-Mar-30
58 minutes
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S2E28: McNeish v. Quantitude -- Training Quantitative Methodologists
2021-Mar-23
57 minutes
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S2E27: (re)Connecting With Discrete Data
2021-Mar-16
60 minutes
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S2E26: MLM vs. SEM: Opportunities for Growth
2021-Mar-09
57 minutes
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S2E25: Options for Small Samples
2021-Mar-02
59 minutes
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S2E24: The Equivalent Models Problem
2021-Feb-23
56 minutes
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S2E23: Research Questions About Variability
2021-Feb-16
56 minutes
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S2E22: Outliers -- And Then Things Got Weird
2021-Feb-09
60 minutes
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S2E21: Yes, Virginia... There ARE Latent Variables
2021-Feb-02
60 minutes
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S2E20: The Future of Teaching Quantitative Methods
2021-Jan-26
59 minutes
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S2E19: Pulling Back The Curtain On Tenure
2021-Jan-19
60 minutes
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S2E18: Regression -- Like That Old High School Friend You've Outgrown
2021-Jan-12
58 minutes
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S2E17: Embracing Your Non-Normality
2021-Jan-05
60 minutes
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S2E16: Holiday Airing of Grievances
2020-Dec-15
58 minutes
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S2E15: Ethics in Quantitative Research
2020-Dec-08
60 minutes
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S2E14: Control (Variable) Issues
2020-Dec-01
59 minutes
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S2E13: You Want ME To Do a Quant Review?!
2020-Nov-17
57 minutes
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S2E12: Post-Publication Review -- Patrick's Truly Horrible Idea
2020-Nov-10
60 minutes
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S2E11: The Replication ... Dilemma: A Conversation with Samantha Anderson
2020-Nov-03
60 minutes
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S2E10: Type I Terror
2020-Oct-27
61 minutes
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S2E09: MANOVA Must Die
2020-Oct-20
56 minutes
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S2E08: Mediation and the Art of Squid Spleening
2020-Oct-13
58 minutes
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S2E07: Moderation -- Well, It Depends
2020-Oct-06
61 minutes
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S2E06: Applying for Jobs: Unsolicited Advice from Uncle Greg and the Guy in the Yellow Shirt
2020-Sep-29
60 minutes
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S2E05: Model Based Thinking
2020-Sep-22
56 minutes
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S2E04: Bayesian Wake Up Call with Roy Levy
2020-Sep-15
58 minutes
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S2E03: Pop Quiz 2020 -- The Big Payback
2020-Sep-08
54 minutes
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S2E02: The Auto-Regressive Cross-Lagged Horror Picture Show
2020-Sep-01
60 minutes
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S2E01: We Know What You Did Last Summer
2020-Aug-25
58 minutes
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S1E35: Quanti•Qamp VIII: Congratulations! Now You Feel Like a Quantitative Imposter
2020-Jul-21
57 minutes
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S1E34: Quanti•Qamp VII: Being a Lifelong Quantitative Learner
2020-Jul-14
55 minutes
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S1E33: Quanti•Qamp VI: Enhancing Diversity in the Quantitative Sciences
2020-Jul-07
59 minutes
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S1E32: Quanti•Qamp V: Building a Quantitative Culture Within Your Home Department
2020-Jun-30
61 minutes
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S1E31: Quanti•Qamp IV: Writing a Pedagogical Quantitative Paper
2020-Jun-23
58 minutes
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S1E30: Quanti•Qamp III: Quantitative Research Using Existing Data
2020-Jun-16
56 minutes
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S1E29: Quanti•Qamp II: Choosing a Journal
2020-Jun-09
53 minutes
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S1E28: Quanti•Qamp I: Developing a Research Idea
2020-Jun-02
50 minutes
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S1E27: Call To Arms
2020-May-12
58 minutes
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S1E26: The Internal Validity Pre-Flight Checklist
2020-May-05
60 minutes
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S1E25: Reviewer 2 -- A Love/Hate Relationship
2020-Apr-28
56 minutes
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S1E24: Research in the Time of Corona
2020-Apr-21
61 minutes
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S1E23: Computer Simulation: Carlo. Monte Carlo.
2020-Apr-14
61 minutes
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S1E22: Factor Analysis -- The Good, The Bad, & The Ugly
2020-Apr-07
63 minutes
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S1E21: Integrative Data Analysis -- The Quest for a Cooperative, Cumulative Science
2020-Mar-31
58 minutes
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S1E20: Finite Mixture Modeling & Sir Mixture-A-Lot
2020-Mar-24
62 minutes
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S1E19: Live from The Rusty -- Irish Storytelling & Quantitative Limericks
2020-Mar-17
63 minutes
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S1E18: A Conversation with Katherine Masyn -- The Power of Three
2020-Mar-10
50 minutes
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S1E17: Planned Missing Designs (or, How to Beat a Metaphor to Death)
2020-Mar-03
61 minutes
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S1E16: Missing Data: (IF EPISODE=16 THEN EPISODE=-999)
2020-Feb-25
62 minutes
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S1E15: Academia and the Chamber of Secrets
2020-Feb-18
59 minutes
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S1E14: Model Fit & The Curse of the Black Pearl
2020-Feb-11
63 minutes
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S1E13: How Do I Get Scale Scores? Weight, Weight... Don't Tell Me...
2020-Feb-04
62 minutes
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S1E12: Measurement (Non)Invariance -- Can We Ever Fail to Not Incorrectly Reject It?
2020-Jan-28
65 minutes
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S1E11: Grants -- Recommendations for Applicants (Disc 2)
2020-Jan-21
55 minutes
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S1E10: Grants -- The Process (Disc 1)
2020-Jan-14
53 minutes
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S1E09: Grumpy Old Man & Village Idiot Argue About Reliability
2020-Jan-07
63 minutes
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S1E08: A Very Special Quantitude Special Holiday Special
2019-Dec-17
18 minutes
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S1E07: Talking to Strangers... About Quantitative Methodology
2019-Dec-10
66 minutes
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S1E06: Model Modification and Whac-a-Mole
2019-Dec-03
29 minutes
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S1E05: The Don Hedeker Tapes -- Interview With a Rock Star
2019-Nov-26
59 minutes
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S1E04: Advice for Grad Students -- Our 2 Cents (Exact Value!)
2019-Nov-19
57 minutes
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S1E03: Pop Quiz SmackDown (Volume 1)
2019-Nov-12
55 minutes
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S1E02: (Statistical) Power Struggles
2019-Nov-05
36 minutes
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Quantitude, The Trailer
2019-Oct-22
3 minutes
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S1E01: Welcome to Quantitude / Origin Stories
2019-Oct-21
24 minutes
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