Standard and Anomalous Waves of COVID-19: A Multiple-Wave Growth Model for Epidemics
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SciScore for 10.1101/2021.01.31.21250867: (What is this?)
Please note, not all rigor criteria are appropriate for all manuscripts.
Table 1: Rigor
NIH rigor criteria are not applicable to paper type.Table 2: Resources
Software and Algorithms Sentences Resources In all numerical fits, for both the single-wave and two-wave models, we employed the Levenberg-Marquardt algorithm to solve the non-linear least square optimisation problem, as implemented in the lmfit package for the Python language, which has a built-in routine for estimating the errors of the fitted parameters via the covariance matrix35. Pythonsuggested: (IPython, RRID:SCR_001658)Results from OddPub: We did not detect open data. We also did not detect open code. Researchers are encouraged to share open data when possible (see Nature blog).
Results from LimitationRecognizer: An …SciScore for 10.1101/2021.01.31.21250867: (What is this?)
Please note, not all rigor criteria are appropriate for all manuscripts.
Table 1: Rigor
NIH rigor criteria are not applicable to paper type.Table 2: Resources
Software and Algorithms Sentences Resources In all numerical fits, for both the single-wave and two-wave models, we employed the Levenberg-Marquardt algorithm to solve the non-linear least square optimisation problem, as implemented in the lmfit package for the Python language, which has a built-in routine for estimating the errors of the fitted parameters via the covariance matrix35. Pythonsuggested: (IPython, RRID:SCR_001658)Results from OddPub: We did not detect open data. We also did not detect open code. Researchers are encouraged to share open data when possible (see Nature blog).
Results from LimitationRecognizer: An explicit section about the limitations of the techniques employed in this study was not found. We encourage authors to address study limitations.Results from TrialIdentifier: No clinical trial numbers were referenced.
Results from Barzooka: We did not find any issues relating to the usage of bar graphs.
Results from JetFighter: We did not find any issues relating to colormaps.
Results from rtransparent:- Thank you for including a conflict of interest statement. Authors are encouraged to include this statement when submitting to a journal.
- Thank you for including a funding statement. Authors are encouraged to include this statement when submitting to a journal.
- No protocol registration statement was detected.
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