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Commits on Apr 19, 2022

• Created archive folder within data and moved script here (old version of LOS Regression for Manuscript)

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Commits on Mar 23, 2022

• Added script to create visuals (boxplots and histograms) looking at LOS by various predictors

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• Minor edits

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Commits on Mar 22, 2022

• Minor edits to 'merge datasets' section

  steph-rey

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• Copied script to compare regression output after removing LOS extreme outliers

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• Edits include recoding stage_adm to stage_adm_cat in Section 4 and all regression analyses; also provided further details on how to interpret polymars output

  steph-rey

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Commits on Mar 18, 2022

• Edited code re: creating dummy vars, polymars, and fitting subsequent linear models

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• New script for purpose of manuscript

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Commits on Mar 8, 2022

• Edits to polymars code

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Commits on Mar 4, 2022

• Merge branch 'main' of https://github.com/steph-rey/MS-UTSW_Covid_Staging

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• Script for prepping data for regression analysis

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• Deleted sections on prepping dataset for regression analsysis and notes on polymars and fastdummies

  steph-rey

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• Deleted sections on prepping dataset for regression analsysis and notes on polymars and fastdummies

  steph-rey

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• Recoded stage_adm, stage_disc, and max_stage as factor variables, instead of ordinal factors

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• Edited levels of race

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Commits on Feb 25, 2022

• Added script to practice calculating bootstrap mean for LOS

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Commits on Feb 22, 2022

• Added script to test out modelStudio package

  steph-rey

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• Minor edit to regdf dataset and saved as RDS object

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• Added jtools to required packages section

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Commits on Feb 1, 2022

• Added code from Jtools pkg for comparing regression model output and visualizing coefficients

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Commits on Jan 31, 2022

• Added code for univariate regression analyses

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• Minor edits to script

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Commits on Jan 29, 2022

• Delete

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• Updated code to remove two encounter IDs that had extreme LOS outliers and were problematic to dataset

  steph-rey

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• Updated to include ENC ID as the identifying variable instead of PAT ID

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• Built template script for regression analysis looking at LOS by stage adm, location, and demographics

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Commits on Jan 28, 2022

• Edited script to exclude patients with LOS <= 1 day (may need to revert this though) and remove 1 pt due to extreme LOS outlier

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Commits on Jan 25, 2022

• Added script to clean UT demographics and Covid staging data and prep for analysis

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