Mark Andrews @xmjandrews
Associate professor of statistical methods, Psych Dept, Nottingham Trent University. Statistics, Data science, Bayesian methods, R, Python, Open science, etc. Nottingham, UK Joined May 2023-
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✨️ Excited to be invited as a keynote for the @BPSCognitive "Essential Research Methods for Cognitive Psychologists" event, where I'll be running a workshop on #OpenScience Where? The beautiful @oxfordbrookes When? 16th-17th May Cost? FREE Sign up: bps.org.uk/event/essentia…
Interested in learning about Bayesian data analysis, particularly using MCMC via Stan/brms? I will be teaching an 3-day online course on Bayesian data analysis using R and Stan/brms on 12-14 June: ntu.ac.uk/course/social-… #Rstats #bayes #brms #stan
Want to use R to download all files in an OSF directory? Here's an example that downloads all files from osf.io/b5sdk/ OSF project using the osfr R package: library(osfr) blp_osf_node <- osf_retrieve_node('b5sdk') osf_ls_files(blp_osf_node) |> osf_download()
A big (online) book of statistical proofs: statproofbook.github.io
Here's your handy list of circumlocutions, half-truths, or just plain untruths to use when your p values are uncooperatively > 0.05: mchankins.wordpress.com/2013/04/21/sti… h/t @statsepi
HOMICIDE rates in London are: • similar to other UK and European cities • much lower than in large US cities • slightly higher than in Asian cities
Update your R to 4.4.0 today. Don't be on the wrong side of history.
Update your R to 4.4.0 today. Don't be on the wrong side of history.
Am I missing something here? Females appear ⪅ 2000 in 2001 and < 3000 in 2022. Yet it is stated that they had a 91% increase 2001-2022. The increase for men from ⪅ 4000 to ⪅ 6000 seems lower than the stated 69% too, but the slope for women seems less than slope for men.
Am I missing something here? Females appear ⪅ 2000 in 2001 and < 3000 in 2022. Yet it is stated that they had a 91% increase 2001-2022. The increase for men from ⪅ 4000 to ⪅ 6000 seems lower than the stated 69% too, but the slope for women seems less than slope for men.
Online two-day course introducing data visualization and data dashboards with R using ggplot and Shiny, 1-2 May, 2024, 9:30-5:30pm. ntu.ac.uk/course/social-… #rstats #ggplot2 #rshiny
Daniel Dennett was, at least in my opinion, by far the clearest thinker about philosophy of mind and cognitive science and related disciplines like AI. And he was one of the few analytical philosophers whose writings were readable and even enjoyable. dailynous.com/2024/04/19/dan…
We’re very proud to announce that one of our very own Teaching Stats committee members, @minkywhales99 , has published a fantastic new book on statistical literacy. Get your copy here: uk.sagepub.com/en-gb/eur/stat…
I've just started using the open bibliographic database OpenAlex: openalex.org "OpenAlex offers an open replacement for industry-standard scientific knowledge bases like Elsevier's Scopus and Clarivate's Web of Science." Its complete database is under CC0 licence!
Happy to share my article “Simulation-Based Power Analyses for the Smallest Effect Size of Interest: A Confidence Interval Approach for Minimum-Effect and Equivalence Testing" is now published in Advances in Methods and Practices in Psychological Science doi.org/10.1177/251524…
Great interview with Yoav Benjamini on false discovery rates. Benjamini and Hochberg's 1995 paper is now one of the most highly cited in all of statistics. But it took five years to get published and was rejected by three journals first. youtu.be/ZGU4SlE9Pu8?si…
👇 This is a great resource for getting started on understanding what’s happening in the space of LLMs right now. Videos and follows listed in this link are people interested in sharing the science and code and not the hype. 100% co-sign.
👇 This is a great resource for getting started on understanding what’s happening in the space of LLMs right now. Videos and follows listed in this link are people interested in sharing the science and code and not the hype. 100% co-sign.
Watching recent interview with Brad Efron on the bootstrap. Interesting discussion about how teaching statistics might look very different if there were computers in the 1920s; possibly no need for all the clever analytical method using z's and t's etc. youtu.be/0tA3x64nCGY?si…
This new video series looks great. "Ten Statistical Ideas that Changed the World" by Trevor Hastie & Rob Tibshirani (@robtibshirani). Interviews with B. Efron, N. Laird, D. Rubin, A. Smith, A. Dempster, D. Cox, P. McCullagh, Y. Benjamini, S. Zeger. youtube.com/playlist?list=…
Fascinating thread about all the workalikes and reimplementations of R's tidyverse in R itself, Python, Javascript, Rust, Scala, Julia....
Fascinating thread about all the workalikes and reimplementations of R's tidyverse in R itself, Python, Javascript, Rust, Scala, Julia....
Here is a great example by Nicola Rennie (@nrennie) of how webR (docs.r-wasm.org/webr/latest/) can be used to embed live R code in html slides using the quarto-webr extension (and no server required!): nrennie.rbind.io/learning-stati… Source code for slides is here: github.com/nrennie/learni…
Jade Pickering @jadep.. @Jade_Pickering
2K Followers 2K Following PhD Psychology. Head of Product @GorillaPsyc. UXR, open research 💪🤩. 🏳️🌈🐎🏹👩🏻💻☕🐱🎮Mahira Heston @mahi_hes
31 Followers 5K FollowingMarta Topor mtopor@ne.. @MartaTopor
2K Followers 3K Following Postdoc @liu_universitet 🇸🇪 Disability Research Division Cognition, Neurodoevelpment, Metascience, Open & Reproducible science. Views my ownRachel Dale @DrRachelDale
315 Followers 183 Following 2 science hats: Mental health (humans) & animal behaviour (canids/elephants). Passion for science comm. Mountain addict. Scot abroad. 🏴🏳️🌈Luci Counceller @LuciC1610
56 Followers 5K FollowingDorothy Bishop @deevybee
39K Followers 998 Following Prof of developmental neuropsychology. Blog on https://t.co/0YUzVrr2zO Main focus #devlangdis, see: https://t.co/86XnDV9YlP On Mastodon as @[email protected]Nukie Dethan @nukie_dethan
132 Followers 467 Followingsika_wo_fie @coleman_yaw
518 Followers 5K Followingประภาดอ.. @0K764O59gcRak
73 Followers 1K Following คุณต้องการนัดเดทกับสาวไหมคะ เพิ่ม https://t.co/8lKptvtI4FEllie👩🏽🏫 @ellieiwoodward1
355 Followers 268 Following PhD researcher in Forensic Psychology ⭐️ Research Associate & HPL @PsychologyNTU 📚📝Dr Lisa Morrison Coul.. @LisaMCoulthard
1K Followers 655 Following Views are my own. CPsychol. @BACP mental health, counselling professions, Policy, professional standards and research.TrudaRhys @tcPYi82UMx45J
5 Followers 252 FollowingAndré M. Rodrigues @andremrod
82 Followers 438 Following I am an assistant professor at the Institute of Physics -- the University of São Paulo in Brazil. #ScienceEducation #STEMEducation #VygotskyMonicaDaisy @2M9C6i0k9xDsI
5 Followers 225 FollowingMiriam Sang-Ah Park (.. @MiriamSangAh
437 Followers 679 Following (Cross-) Cultural Psychologist, Principal Lecturer (International Partnership and Engagement) at Nottingham Trent University, UKReynaldo Ortiz @Petit2411
731 Followers 3K FollowingMarilyn @sotomatsut24148
5 Followers 287 FollowingAJ Thurston, PhD @AJThurston
1K Followers 2K Following Military recruiting expert at JAMRS w/in @DeptofDefense • Adj. Professor of #IOPsych @GeorgeMasonU • @USouthFlorida #IOPsych PhD Alum • @USMC vet • opinions ownSuprabhath @suprabhathk
257 Followers 610 FollowingBradley Love @ProfData
6K Followers 2K Following Fellow at Alan Turing Institute and https://t.co/Ja8LHXseQF; Professor of Cognitive and Decision Sciences, University College London. CCN,CogSci. @profdata at the other oneเมืองไห.. @l8a0xl09sKfAA
63 Followers 1K Following คุณต้องการนัดเดทกับสาวไหมคะ เพิ่ม https://t.co/VaVSiDHmxxJames Bland @JamesBland_Econ
2K Followers 2K Following Economist @UToledo. 🇦🇺 Bayesian #Econometrics for economic experiments and #BehavioralEconomics #TeachBE, @mcmc_stan, #EconCookingTwitter. he/hisHaydée GL (She/her) @Lybertad_
573 Followers 5K Following Neuroscientist #VisualAttention #Auditoryperception #Stats #ML #DL #Memory #EEG #MEGMP @_MParmar
20 Followers 378 Following If a Truth doesn't contain a Paradox, then it's not complete ~ mpDr Alex Barker @abbarkerpsych
1K Followers 2K Following Alex Barker || Lecturer / researcher in Psychology / Public Health || AFBPsS CPsychol FHEA|| Dad || deaf 🦻||Steve Kroon @skroon
652 Followers 1K Following @[email protected] . AP in CS @ SU. Posts should not be construed as more than my personal opinion - perhaps not even that.Lara Orphal (@laraorp.. @LaraMarieke
80 Followers 602 Following Germany, France & Chile. ⛰️ Beliefs, expectation violations, confusion, cognitive conflict, metacognitive experience, emotions. Developmental Psych PhD @rtg2271Mr awesome @trueawesome3
184 Followers 2K Following Actuary, Insurance underwriter, Social insurance master, writer of business proposal, Finance, planning and policy making, semina na elimu kwa wastaafuFerhat Tura @FerhatTura19
636 Followers 1K Following PhD. Lecturer in Criminology at Bournemouth University. #Quantitative #Criminology, #Victimology, #Policing ... Personal accountBiostatsfun @biostatsfun
39 Followers 55 Following trying to learn as much stats as humanly possible l #R #rstatsCalvin Smith @calvinisasmith
28 Followers 275 Following Medical student interested in evidence based medicine. Spaceman spiff.Seraj Grimes @GrimesSeraj
12 Followers 44 FollowingTamar Mcconney @TamMcconne
70 Followers 5K Followingo potis tou tromou @opotistoutromou
117 Followers 5K FollowingProbability and Stati.. @probnstat
34K Followers 334 Following Probability. Statistics. Machine Learning. Data Science.Alex Lambert (she/her.. @LambertPsych
415 Followers 1K Following PhD candidate @PsychologyNTU studying overcontrol.Matthew B Jané @MatthewBJane
5K Followers 869 Following PhD candidate @UConn | Applied statistics, meta-analysis, psychometrics, and #RStats | Methodological reviewer at Psychological BulletinEuropean Social Surve.. @ESS_Survey
21K Followers 19K Following Monitoring Social Change in Europe 🇪🇺 since 2002 | The European Social Survey European Research Infrastructure Consortium (ESS ERIC) is a biennial survey.James Bartlett @JamesEBartlett
2K Followers 2K Following @[email protected] Teaching track psychology lecturer @UofGPsychNeuro. Quantitative research methods, HE teaching, and data viz. #rstats 🇬🇧🇩🇪emma smith @emmasmith148386
81 Followers 290 Following PhD psychological research in substance use @TrentUni MSc forensic mental Health BSc psychology and criminology HPL at Nottingham trent ResearcherJason Geller @jgeller_phd
1K Followers 1K Following Cognitive Scientist | Word Nerd | Learning and Memory | Open Science| Pupillometry|Eye-tracking | Lecturer @princeton | StatsKarandeep Singh @kdpsinghlab
10K Followers 3K Following Jacobs Chancellor’s Endowed Chair @UCSanDiego. Chief Health AI Officer @UCSDHealth. Creator of Tidier.jl #JuliaLang. #GoBlue. Views own.Thùy Vy T Nguyễn, .. @thuyvytnguyen
2K Followers 2K Following Associate Prof/PI of Solitude Lab™, fellow of Wolfson Institute for Wellbeing. Research focus: solitude+regulation. Check out more 👉https://t.co/jKb3NBlTgsJake Elder @Jake_Elder52
1K Followers 2K Following Behavioral Scientist @Vanguard_Group | PhD @UCRiverside | BA @UCLADr. Priya Silverstein @priyasilverst
2K Followers 2K Following https://t.co/W51KrXs2XQ on 🟦☁️ Postdoc @PsySciAcc @Ashland_Univ 🧠🌍 | Founder @theNowhereLabJade Pickering @jadep.. @Jade_Pickering
2K Followers 2K Following PhD Psychology. Head of Product @GorillaPsyc. UXR, open research 💪🤩. 🏳️🌈🐎🏹👩🏻💻☕🐱🎮sika_wo_fie @coleman_yaw
518 Followers 5K FollowingNukie Dethan @nukie_dethan
132 Followers 467 FollowingRachel Dale @DrRachelDale
315 Followers 183 Following 2 science hats: Mental health (humans) & animal behaviour (canids/elephants). Passion for science comm. Mountain addict. Scot abroad. 🏴🏳️🌈Marta Topor mtopor@ne.. @MartaTopor
2K Followers 3K Following Postdoc @liu_universitet 🇸🇪 Disability Research Division Cognition, Neurodoevelpment, Metascience, Open & Reproducible science. Views my own@alexh.bsky.social Ho.. @ceptional
7K Followers 3K Following Science-ing, and trying to improve science. Little book: https://t.co/EnXPZTpai2… Biases include @siminevazire (for), cats (against)(Formerly) R posts yo.. @icymi_r
31K Followers 1 Following 📊 Promoting great #rstats posts! Tweets by @rushworth_a. ✨Subscribe for a weekly digest of R news at https://t.co/8JWWYcrMMP!satRdays @satRdays_org
3K Followers 150 Following @sqlsat-inspired, community-led, regional, affordable conferences around the world to support collaboration, networking, innovation within the #rstats communityForwards @R_Forwards
7K Followers 1K Following Taskforce of @_R_Foundation promoting diversity in the R (#RStats) community. #RForwards @[email protected]The R-Podcast (Eric) @theRcast
6K Followers 319 Following Creator and host of the R-Podcast & Shiny Developer Series. Every day I get to use #rstats and #linux is a good day! Mastodon: https://t.co/OHmqnfGJ9a @rweekly_orgProf. Gabriella Vigli.. @vigliocco_g
1K Followers 100 Following Cognitive scientist working on language and communication. This is my personal account, for more science tweets please follow my lab account: @UCLanguageLabLanguage&Cognition @UCLanguageLab
3K Followers 268 Following UCL's Language & Cognition Lab led by Professor Gabriella Vigliocco @UCLPALSDr Jessica Ann Diaz @JessicaAnn_Diaz
301 Followers 294 Following Lecturer in Psychology @BCU_Psychology. Treasurer @bpsmscp Cognitive neuroscience, perceptual-learning, decision-making, cognitive development-EEGEllie👩🏽🏫 @ellieiwoodward1
355 Followers 268 Following PhD researcher in Forensic Psychology ⭐️ Research Associate & HPL @PsychologyNTU 📚📝Miguel Hernán @_MiguelHernan
44K Followers 194 Following Using health data to learn what works. Making #causalinference less casual. Director @CAUSALab | Professor @HarvardChanSPH | Methods Editor @AnnalsofIMMatt Ashby @LessCrime
6K Followers 2K Following Lecturer @UCLCrimeScience. Policing, crime analysis and mapping, #RStats. Former police officer.Tim Harford @TimHarford
198K Followers 1K Following Author How To Make The World Add Up (UK) / The Data Detective (US). Cautionary Tales podcast. Undercover Economist at the FT. BBC More or Less. Views my own.André M. Rodrigues @andremrod
82 Followers 438 Following I am an assistant professor at the Institute of Physics -- the University of São Paulo in Brazil. #ScienceEducation #STEMEducation #VygotskyDorothy Bishop @deevybee
39K Followers 998 Following Prof of developmental neuropsychology. Blog on https://t.co/0YUzVrr2zO Main focus #devlangdis, see: https://t.co/86XnDV9YlP On Mastodon as @[email protected]Prof Sarah-Jayne Blak.. @sjblakemore
51K Followers 579 Following Professor of Psychology & Cognitive Neuroscience, FBA FMedSci. Adolescent brain development. Views my own. Book: https://t.co/aGO4vfuaAL 🇪🇺Vaughan Bell @vaughanbell
52K Followers 2K Following Neuropsychologist and associate professor at UCL. Clinical psychologist in the NHS. Occasional writer. Interested in people. Views my own.Prof Pete Etchells @PeteEtchells
9K Followers 1K Following Professor of Psychology and Science Communication | Author of Lost In A Good Game (2019) and Unlocked: The Real Science of Screen Time (2024)Bradley Love @ProfData
6K Followers 2K Following Fellow at Alan Turing Institute and https://t.co/Ja8LHXseQF; Professor of Cognitive and Decision Sciences, University College London. CCN,CogSci. @profdata at the other oneGary Lupyan @glupyan
4K Followers 588 Following Professor of Psychology at @UWMadison. Cognitive Scientist. Father of 2. Language; Categorization; Evolution; Perception; Reasoning. I also fly planes.James Bland @JamesBland_Econ
2K Followers 2K Following Economist @UToledo. 🇦🇺 Bayesian #Econometrics for economic experiments and #BehavioralEconomics #TeachBE, @mcmc_stan, #EconCookingTwitter. he/hisAmy Orben @OrbenAmy
11K Followers 1K Following tech + teens + better science @ https://t.co/oP7RhsulGp // group leader @mrccbu @cambridge_uni // fellow + director of studies @stjohnscam // 📸 marcus ginnsSam Parsons @Sam_D_Parsons
2K Followers 2K Following @[email protected] Postdoc Fellow @lcd_lab_donders | Psychometrics in cognitive neuroscience @ReproducibiliT @FORRTproject Trending towards bawbagDr Lisa Morrison Coul.. @LisaMCoulthard
1K Followers 655 Following Views are my own. CPsychol. @BACP mental health, counselling professions, Policy, professional standards and research.Psychology Teaching R.. @PsychTeachRev
444 Followers 169 Following Psychology Teaching Review (PTR) is the membership publication for the BPS Division of Academics, Researchers and Teachers in Psychology (DART-P).Trends in Cognitive S.. @TrendsCognSci
30K Followers 553 Following Trends in Cognitive Sciences - monthly review journal featuring developments across cog sci and neurosci. Posts by the editor.Gus Hamilton @gushamilton
1K Followers 963 Following Infection, bugs, and how to survive them. Academic infection doctor and researcher.Peter MacPherson @petermacp
3K Followers 1K Following Professor of Global Public Health, @UofGlasgow @UofGSHW. Physician. Researches #HIV, #TB and population healthLara Orphal (@laraorp.. @LaraMarieke
80 Followers 602 Following Germany, France & Chile. ⛰️ Beliefs, expectation violations, confusion, cognitive conflict, metacognitive experience, emotions. Developmental Psych PhD @rtg2271Steve Kroon @skroon
652 Followers 1K Following @[email protected] . AP in CS @ SU. Posts should not be construed as more than my personal opinion - perhaps not even that.Pamela Perniss @pernipa
998 Followers 660 Following Professor at the University of Cologne Sign language linguistics and psycholinguistics, DGS-German interpretingCarlisle Rainey @carlislerainey
2K Followers 775 Following 👋 plaudit-winning author 🆕 sharing social science and methods 🧪 thoughts on #openscience 👨🏫 political scientist at FSU 💪 proponent of p-valuesDaniel 🕹️ @strengejacke
2K Followers 89 Following He/she/it - 's' muss mit. We're lower than the world! Mastodon: https://t.co/ezOpkGiWYS Blue sky: https://t.co/BGEFD3SmpMStephen John Senn @stephensenn
12K Followers 1K Following CH & UK stats imposter, skier & Munroist: disappointing, humourless, confusing or disingenuous. DOI https://t.co/JN2UJQW1LgOpen Research Calenda.. @OpenResearchCal
2K Followers 17 Following Collecting #openresearch events in one place! Add event: https://t.co/7OQ79bYIDj View: https://t.co/QxEETds2ra Report: https://t.co/swYhvkimSv Supported by @ukreproTreshi-Marie Perera @treshimarie
172 Followers 234 Following Lecturer in psychology at Nottingham Trent University. Interested in body perception and sensory integration #Ownership #Embodiment #IllusionsCollabra: Psychology @CollabraOA
6K Followers 3K Following Open-access journal publishing in psychology, official journal of @improvingpsych, published by @ucpress.Dr Alex Barker @abbarkerpsych
1K Followers 2K Following Alex Barker || Lecturer / researcher in Psychology / Public Health || AFBPsS CPsychol FHEA|| Dad || deaf 🦻||Exploratory Data Alex @alexkyllo
3K Followers 715 Following Data scientist at Microsoft. Regression enjoyer, scatter plot appreciator. Anti-war, anti-cop, pro-civil rights.LMU Open Science Cent.. @lmu_osc
1K Followers 450 Following Established 2017, advancing open science at LMU Munich and beyond. Mastodon: @[email protected] Bluesky: @lmu-osc.bsky.socialRoyal Statistical Soc.. @RoyalStatSoc
35K Followers 1K Following The Royal Statistical Society is a membership body promoting a world with data at the heart of understanding and decision makingsimine vazire @siminevazire
18K Followers 3K Following Psych prof at UniMelb (@metamelb). Live (mostly) in Sydney. Study credibility of science & how to improve it. Trying to get @ceptional to binge watch tv w/ me.Dr Mark is a really good teacher. When I was doing my PhD, I attended his R/statistics lectures as an SPSS user, and thanks to those lectures my switch to R has been less painful 😁
What Can Language Models Tell Us About Human Cognition? We try to place some constraints on what kind of language models might be useful for helping our understanding of cognition: New in Current Directions in Psychological Science,with @DrLouiseConnell doi.org/10.1177/096372…
Anything below 24GB is basically unusable; 32GB is a realistic minimum in 2024.
Blog post: nrennie.rbind.io/blog/sketchy-w…
A fantastic day at #satRdays London conference today! My slides on "Typst or LaTeX? Styling PDF documents with Quarto extensions" are available online 👀 Link to slides in comments 👇👇 #QuartoPub #RStats @JumpingRivers @CuspLondon
I'm doubly honored to be presenting a lecture in memory of the journalist Daniel Pearl, hosted by the world's leading analyst of causality, the computer scientist Judea Pearl.
Another Daniel Pearl Memorial Lecture comes our way, May 30th. This time at UCLA, with Steven Pinker. Mark your calendar: ucla.in/4aNSHU9
@LauraK_Nelson Want to elaborate more on your argument here? At least for independent tests, it is very unlikely to get so many p-values all in that narrow range without forking paths, selection etc. See the100.ci/2018/02/15/the…
Re-upping one of the great stats blogposts ever, for the "young-uns" 😜 mchankins.wordpress.com/2013/04/21/sti… cc @mc_hankins
#EARLConf tickets are now on sale! Visit our website to secure your spot to see @hadleywickham @ProfAndyField and others - with early bird prices available for a limited time only! #rstats #python datacove.co.uk/earl-2024-tech…
Lack of general code is one main barrier to Bayesian causal inference. Peng Ding gave some simple Stan code and intro slides on Bayesian causal inference based on our review paper. A long version is here: www2.stat.duke.edu/~fl35/teaching…
Just gave a guest lecture on Bayesian Causal Inference at Williams College, with slides and R code at doi.org/10.7910/DVN/JO… which is an introduction to our review paper royalsocietypublishing.org/doi/10.1098/rs… @fabri_mealli @FanLiDuke (I never taught any Bayesian Statistics at Berkeley.)
Great thread. Jobs are jobs. There are issues in both academic and nonacademic workplaces. There are many awful non-academic jobs and definitely good academic jobs. What’s a good fit for you depends on the actual role, not necessarily the sector. Might even change as you age!
⚠️For PhDs who are thinking about jumping ship and diving into industry: Industry isn't necessarily better than academia. I have straddled both worlds. Here are 5 MYTHS about academia vs. industry:
⚠️For PhDs who are thinking about jumping ship and diving into industry: Industry isn't necessarily better than academia. I have straddled both worlds. Here are 5 MYTHS about academia vs. industry:
Major changes to SPSS book Ch 21: this was a gateway to a very unpleasant dimension for me. It's basically a complete rewrite. I expanded the theory section enormously and also included more practical advice. Growth models are gone. The main example data changed. @Sage_Methods
Looks cool!
📕Network analysis: integration of theory, method and application of social networks with R (Here you will find the R tutorials that accompany the printed manuscript) 👉inarwhal.github.io/NetworkAnalysi… You can also buy the manuscript here: cambridge.org/us/universityp… #Networkscience #dataviz
@AJThurston This is awesome! Is this gganimate?
Package documentation is important so that users learn how to use it. Sometimes it's not easy to demonstrate all available features or typical workflows, and docs become very long. To increase clarity and to summarize the most important points, I started adding short summaries.
If you analyze RCT data with more than one post-treatment wave, and with missing data, Coffman et al (2017, doi.org/10.1136/bmjope…) has a nice introduction to a longitudinal multilevel version of the ANCOVA that can handle arbitrary outcome trajectories over time. #RStats
Getting ready to teach a mini course based on my book at Purdue next week! Experimental and behavioral economics, structural econometrics, Bayesian econometrics, @mcmc_stan , econometrics of games. What's not to be excited about? 😀😀