Create Tables from Different Types of Regression
Overview
Create regression tables from generalized linear model(GLM), generalized estimating equation(GEE), generalized linear mixed-effects model(GLMM), Cox proportional hazards model, survey-weighted generalized linear model(svyglm) and survey-weighted Cox model results for publication.
- **Fix:**
svyCreateTableOneJS/svyCreateTableOne2now display integer counts (no.0suffix) whenn_original = TRUE. Previously, categorical variable frequencies and the n row were formatted as floats (e.g.,12345.0) even after replacing weighted counts with original data. - **Fix:**
svyCreateTableOne2now correctly labels the "Overall" column when usingaddOverall = TRUEwithLabels = TRUE. Previously, the "Overall" header was missing, causing column name misalignment. - **Fix:**
TableSubgroupGLM/TableSubgroupMultiGLMnow fully supportfamily = "quasibinomial"for survey-weighted logistic regression. Previously,"quasibinomial"was not mapped toquasibinomial()forsvyglm, exp() was not applied to coefficients, and the column was not named "OR". - **Fix:**
TableSubgroupGLM/TableSubgroupMultiGLMnow automatically convert factor outcomes to numeric (0/1) for survey data with binomial/quasibinomial family. Previously, factor outcomes caused"'-' not meaningful for factors"error withsvyglm. - **Fix:**
count_event_by_glmnow handlesdata.tableinput correctly by converting todata.framebefore column subsetting. Previously,data.tableobjects fromsurvey.design$variablescaused"column name 'required_vars' is not found"error. - **Fix:** Replaced all
deparse(formula)withdeparse1(formula)inTableSubgroupGLM,TableSubgroupMultiGLM,TableSubgroupCox, andTableSubgroupMultiCoxto suppress"Using formula(x) is deprecated when x is a character vector of length > 1"warnings with long formulas. - **Fix:**
svyCreateTableOneJS/svyCreateTableOne2now display actual sample sizes in thenrow instead of weighted totals whenn_original = TRUE. Previously, thenrow showed the sum of survey weights (e.g., 181,174,390) instead of the original sample count (e.g., 23,641). Supports no-strata, single-strata, and compound-strata cases.
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Package metadata
- First published
- 2019-02-01
- Total releases
- 56 / 7 yrs
- License
- Apache License 2.0 OSI
- Minimum R
- ≥ 3.4.0
- Bundled data
- 330 KB / 1 file
- Download size
- 445 KB
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