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

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84 days ago
RT @RDBinns: SPRITE (Sample Parameter Reconstruction via Interative TEchniques): plausible samples from descriptive statistics of granular…
84 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
95 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…
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…
97 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…
97 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…
97 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…
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).
Recovering data from summary statistics: Sample Parameter Reconstruction via Iterative TEchniques (SPRITE) https://t.co/gI8XchhPnN …a heuristic method for reconstructing plausible samples from descriptive #statistics of granular data
104 days ago
Recovering data from summary statistics: Sample Parameter Reconstruction via Iterative TEchniques SPRITE https://t.co/tIfoqsYZ25 via @PeerJPreprints
Recovering data from summary statistics: Sample Parameter Reconstruction via Iterative TEchniques (SPRITE) https://t.co/ekURMUt4lF
This is an interesting read about creating possible raw datasets from summary statistics. https://t.co/zlKgSVx7Kp
@AlxEtz Haha, 25% of my publications are like that: @doctorwhy: https://t.co/d51VlqtdDb @sTeamTraen + @OmnesResNetwork + @jamesheathers: https://t.co/PnQArG6KSo & https://t.co/wJM0uRjkho & https://t.co/iyZZYTWojG
Recovering data from summary statistics: Sample Parameter Reconstruction via Iterative TEchniques (SPRITE) https://t.co/WUsr02hi75
113 days ago
Recovering data from summary statistics: Sample Parameter Reconstruction via Iterative TEchniques (SPRITE) https://t.co/wfIggrbOWk
Recovering data from summary statistics: Sample Parameter Reconstruction via Iterative TEchniques (SPRITE) https://t.co/PKkTGJOOyk #statistics
RT @gp_pulipaka: Recovering Data from Summary Statistics: Sample Parameter Reconstruction via Iterative TEchniques (SPRITE). #BigData #Anal…
114 days ago
RT @gp_pulipaka: Recovering Data from Summary Statistics: Sample Parameter Reconstruction via Iterative TEchniques (SPRITE). #BigData #Anal…
RT @gp_pulipaka: Recovering Data from Summary Statistics: Sample Parameter Reconstruction via Iterative TEchniques (SPRITE). #BigData #Anal…
RT @gp_pulipaka: Recovering Data from Summary Statistics: Sample Parameter Reconstruction via Iterative TEchniques (SPRITE). #BigData #Anal…
RT @gp_pulipaka: Recovering Data from Summary Statistics: Sample Parameter Reconstruction via Iterative TEchniques (SPRITE). #BigData #Anal…
Recovering Data from Summary Statistics: Sample Parameter Reconstruction via Iterative TEchniques (SPRITE). #BigData #Analytics #Statistics #Python #RStats #CloudComputing #Serverless #ComputerScience https://t.co/rCnL3o81y1 https://t.co/8NtiTJTDNk
115 days ago
RT @kdnuggets: Interesting approach: “Recovering data from summary #statistics: Sample Parameter Reconstruction via Iterative TEchniques” #…
RT @kdnuggets: Interesting approach: “Recovering data from summary #statistics: Sample Parameter Reconstruction via Iterative TEchniques” #…
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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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