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Recovering data from summary statistics: Sample Parameter Reconstruction via Iterative TEchniques (SPRITE)

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53 days ago
@jamesheathers @sTeamTraen Really interesting (looking at SPRITE and GRIM -- https://t.co/M36Sab1Ghb )
57 days ago
@wolfvanpaemel Good question. Yeah there's a formula for the 'full canopy' i.e. the line created using sets of (in this case) 0 and 400. This sort of error corresponds to the green box in Figure 1B. https://t.co/WO3JaJJtEt
83 days ago
@WrightingApril @MarkScherz @allopatry @Vert_Anatomist @frogsicles @frogdiaz @TrackingActions @ProfRomi @DanielBolnick I haven’t used it myself but that’s exactly the idea behind SPRITE. https://t.co/uaDJBZqUQm
@chanelkmeyers @nhcharlot Tools like SPRITE and GRIM seem like they are helpful for these tasks @jamesheathers @sTeamTraen Have not used them myself yet, but see https://t.co/ckgAjyUh3K
RT @jamesheathers: @Rob_Tarzwell @barttels2 @stephensenn @ChristosArgyrop @VPrasadMDMPH @anish_koka @venkmurthy @adamcifu @pash22 @Portland…
222 days ago
RT @jamesheathers: @Rob_Tarzwell @barttels2 @stephensenn @ChristosArgyrop @VPrasadMDMPH @anish_koka @venkmurthy @adamcifu @pash22 @Portland…
RT @jamesheathers: @Rob_Tarzwell @barttels2 @stephensenn @ChristosArgyrop @VPrasadMDMPH @anish_koka @venkmurthy @adamcifu @pash22 @Portland…
222 days ago
@Rob_Tarzwell @barttels2 @stephensenn @ChristosArgyrop @VPrasadMDMPH @anish_koka @venkmurthy @adamcifu @pash22 @Portland_State @peterboghossian @oncology_bg @FearLoathingBTX @ArthurCaplan @AlexJohnLondon That's why we double down on ways to point that out simply. https://t.co/qnamTj8d3T https://t.co/Rhhk7lcjsN
@causalinf @KiraboJackson Publishers should automate some of that checking, so reviewers can focus on the other stuff. https://t.co/3vCx2mOPLI https://t.co/dzxYb94YJV
RT @sTeamTraen: The latest version of SPRITE up at https://t.co/BRTOfHBYMr (thanks to @lakens for the update and continued hosting). For m…
264 days ago
RT @sTeamTraen: The latest version of SPRITE up at https://t.co/BRTOfHBYMr (thanks to @lakens for the update and continued hosting). For m…
RT @sTeamTraen: The latest version of SPRITE up at https://t.co/BRTOfHBYMr (thanks to @lakens for the update and continued hosting). For m…
264 days ago
RT @sTeamTraen: The latest version of SPRITE up at https://t.co/BRTOfHBYMr (thanks to @lakens for the update and continued hosting). For m…
RT @sTeamTraen: The latest version of SPRITE up at https://t.co/BRTOfHBYMr (thanks to @lakens for the update and continued hosting). For m…
264 days ago
RT @sTeamTraen: The latest version of SPRITE up at https://t.co/BRTOfHBYMr (thanks to @lakens for the update and continued hosting). For m…
264 days ago
The latest version of SPRITE up at https://t.co/BRTOfHBYMr (thanks to @lakens for the update and continued hosting). For more info, our preprint is here https://t.co/Rgf1PsH12S, tech explanation here https://t.co/zj20S6LzwF, and demo here https://t.co/pkEn7tqVCP
392 days ago
RT @RDBinns: SPRITE (Sample Parameter Reconstruction via Interative TEchniques): plausible samples from descriptive statistics of granular…
392 days ago
SPRITE (Sample Parameter Reconstruction via Interative TEchniques): plausible samples from descriptive statistics of granular data, allowing future researchers to gain insights into the possible distributions of item values in the original data set https://t.co/NDgPk15tVO
403 days ago
RT @sTeamTraen: A short PSA thread about the hosting of rSPRITE, the Shiny version of SPRITE. Please feel free to RT. If you don't know wh…
RT @sTeamTraen: A short PSA thread about the hosting of rSPRITE, the Shiny version of SPRITE. Please feel free to RT. If you don't know wh…
405 days ago
RT @sTeamTraen: A short PSA thread about the hosting of rSPRITE, the Shiny version of SPRITE. Please feel free to RT. If you don't know wh…
405 days ago
RT @sTeamTraen: A short PSA thread about the hosting of rSPRITE, the Shiny version of SPRITE. Please feel free to RT. If you don't know wh…
405 days ago
RT @sTeamTraen: A short PSA thread about the hosting of rSPRITE, the Shiny version of SPRITE. Please feel free to RT. If you don't know wh…
405 days ago
RT @sTeamTraen: A short PSA thread about the hosting of rSPRITE, the Shiny version of SPRITE. Please feel free to RT. If you don't know wh…
405 days ago
A short PSA thread about the hosting of rSPRITE, the Shiny version of SPRITE. Please feel free to RT. If you don't know what SPRITE is, see https://t.co/Rgf1PsH12S (preprint) or https://t.co/RJEMXlE8nv (no-more-shouty-than-usual blog post by @jamesheathers, creator of SPRITE).
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Additional Information

Competing Interests

JA operates omnesres.com, oncolnc.org, and prepubmed.org. TvdZ has a blog entitled “The Skeptical Scientist” at timvanderzee.com. NJLB has a blog at sTeamTraen.blogspot.com that hosts advertising; his earnings in 2017 were €26.03.

Author Contributions

James A Heathers conceived and designed the experiments, performed the experiments, analyzed the data, prepared figures and/or tables, authored or reviewed drafts of the paper, approved the final draft.

Jordan Anaya conceived and designed the experiments, performed the experiments, analyzed the data, prepared figures and/or tables, authored or reviewed drafts of the paper, approved the final draft.

Tim van der Zee conceived and designed the experiments, performed the experiments, prepared figures and/or tables, authored or reviewed drafts of the paper, approved the final draft.

Nicholas JL Brown conceived and designed the experiments, performed the experiments, analyzed the data, prepared figures and/or tables, authored or reviewed drafts of the paper, approved the final draft.

Data Deposition

The following information was supplied regarding data availability:

All the code used in the manuscript is accessible from https://osf.io/pwjad/

Funding

The authors received no funding for this work.


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