Publications by Meng Ye
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# environment setup to run ordered logit properly options(contrasts = rep("contr.treatment", 2)) This chunk loads all the packages to use #packages for ordered logit library(tidyverse) # package for data cleaning and plotting library(readxl) # package for reading excel file library(broom) # extracting model summary as data frame library(models...
745 sym R (4073 sym/7 pcs) 2 tbl
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Read me This is the data cleaning file for generating ipw for the CQC locations selecting into Skills for Care data set. The overall steps is as follows Take the anonymized combined CQC-SfC data, generate a dummy variable based on whether SfC establishment_id is NA or not, select_in Filter out the Overall rating rows and calculate the ipw at t...
991 sym R (15171 sym/31 pcs) 1 tbl
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# environment setup to run ordered logit properly options(contrasts = rep("contr.treatment", 2)) This chunk loads all the packages to use #packages for ordered logit library(tidyverse) # package for data cleaning and plotting library(readxl) # package for reading excel file library(broom) # extracting model summary as data frame library(models...
745 sym R (3618 sym/7 pcs) 2 tbl
Document
Read me This is the data cleaning file for generating ipw for the CQC locations selecting into Skills for Care data set. The overall steps is as follows Take the anonymized combined CQC-SfC data, generate a dummy variable based on whether SfC establishment_id is NA or not, select_in Filter out the Overall rating rows and calculate the ipw at t...
988 sym R (14204 sym/28 pcs) 1 tbl
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# environment setup to run ordered logit properly options(contrasts = rep("contr.treatment", 2)) This chunk loads all the packages to use #packages for ordered logit library(tidyverse) # package for data cleaning and plotting library(readxl) # package for reading excel file library(broom) # extracting model summary as data frame library(models...
879 sym R (9785 sym/13 pcs) 5 tbl
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Notes for updates 10/17/2023 I have checked the false positive CIC “Community Integrated Care (CIC) - 2 Seafarers Walk” found in the 2019 dataset. It is NOT in the 2017 dataset Added data cleaning for dropping overlapping provider rating Drop certain rating categories as discussed Setting up the R session and Loading packages # environment ...
753 sym R (7406 sym/16 pcs) 7 tbl
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Setting up the R session and Loading packages # environment setup to run ordered logit properly options(contrasts = rep("contr.treatment", 2)) This chunk loads all the packages to use #packages for ordered logit library(ordinal) # package for ordinal logit regression library(brant) # brant test for the parallel assumption for ordered logit libr...
387 sym R (7492 sym/19 pcs) 7 tbl
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Setting up the R session and Loading packages # environment setup to run ordered logit properly options(contrasts = rep("contr.treatment", 2)) This chunk loads all the packages to use #packages for ordered logit library(ordinal) # package for ordinal logit regression library(brant) # brant test for the parallel assumption for ordered logit libr...
510 sym R (7791 sym/19 pcs) 7 tbl
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read me This analys use two levels of data, locations and the 6 provider-only organizations. Setting up the R session and Loading packages # environment setup to run ordered logit properly options(contrasts = rep("contr.treatment", 2)) This chunk loads all the packages to use #packages for ordered logit library(ordinal) # package for ordinal lo...
1134 sym R (13724 sym/28 pcs) 12 tbl
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Read Me This is the data analysis RMarkdown file for the QCQ data after ISIRC 2022. Mainly changes: incorporating the contol of before and after COVID Please read the subtitles and notes added as normal text in this document. Blocks with darker backgrounds are code chunks, mostly with their outputs. I tried to add #comments within the chunck ju...
1104 sym R (14386 sym/17 pcs) 6 tbl