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feat: the missingness module was overhauled to include two different analysis methods and a better, standalone module
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25 changed files with 1049 additions and 720 deletions
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@ -152,8 +152,6 @@
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"We encountered the following error creating your report:","We encountered the following error creating your report:"
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"No variable chosen for analysis","No variable chosen for analysis"
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"No missing observations","No missing observations"
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"Missing vs non-missing observations in the variable **'{variabler()}'**","Missing vs non-missing observations in the variable **'{variabler()}'**"
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"There is a significant correlation between {n_nonmcar} variables and missing observations in the outcome variable {outcome}.","There is a significant correlation between {n_nonmcar} variables and missing observations in the outcome variable {outcome}."
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"There is a total of {p_miss} % missing observations.","There is a total of {p_miss} % missing observations."
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"Median:","Median:"
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"Restore original data","Restore original data"
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@ -250,7 +248,6 @@
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"Generating the report. Hold on for a moment..","Generating the report. Hold on for a moment.."
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"We encountered the following error showing missingness:","We encountered the following error showing missingness:"
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"We encountered the following error browsing your data:","We encountered the following error browsing your data:"
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"To consider if data is missing by random, choose the outcome/dependent variable (only variables with any missings are available). If there is a significant difference across other variables depending on missing observations, it may not be missing at random.","To consider if data is missing by random, choose the outcome/dependent variable (only variables with any missings are available). If there is a significant difference across other variables depending on missing observations, it may not be missing at random."
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"Choose a name for the column to be created or modified, then enter an expression before clicking on the button below to create the variable, or cancel to exit without saving anything.","Choose a name for the column to be created or modified, then enter an expression before clicking on the button below to create the variable, or cancel to exit without saving anything."
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"Other","Other"
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"Hour of the day","Hour of the day"
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@ -299,3 +296,11 @@
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"Words","Words"
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"Shorten to first letters","Shorten to first letters"
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"Shorten to first words","Shorten to first words"
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"Select missings analysis to apply","Select missings analysis to apply"
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"Variables","Variables"
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"By outcome","By outcome"
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"Missings across variables by the variable **'{input$missings_var}'**","Missings across variables by the variable **'{input$missings_var}'**"
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"Missing vs non-missing observations in the variable **'{input$missings_var}'**","Missing vs non-missing observations in the variable **'{input$missings_var}'**"
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"Evaluate missingness by either comparing missing values across variables (optionally grouped by af categorical or dichotomous variable) or compare variables grouped by the missing status (missing or not) of an outcome variable. If there is a significant difference i the missingness, this may cause a bias in you data and should be considered carefully interpreting the data and analyses as data may not be missing at random.","Evaluate missingness by either comparing missing values across variables (optionally grouped by af categorical or dichotomous variable) or compare variables grouped by the missing status (missing or not) of an outcome variable. If there is a significant difference i the missingness, this may cause a bias in you data and should be considered carefully interpreting the data and analyses as data may not be missing at random."
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"Calculating. Hold tight for a moment..","Calculating. Hold tight for a moment.."
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"There is a significant difference in data missingness in {n_nonmcar} {ifelse(n_nnonmcar==1,'variable','variables')} grouped by the selected outcome/grouping variable {outcome}.","There is a significant difference in data missingness in {n_nonmcar} {ifelse(n_nnonmcar==1,'variable','variables')} grouped by the selected outcome/grouping variable {outcome}."
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