Vincent Arel-Bundock vincentarelbundock
vincentarelbundock
/ tinytable_width.html
Created
January 13, 2024 21:02
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| <!DOCTYPE html> | |
| <html lang="en"> | |
| <head> | |
| <meta charset="UTF-8"> | |
| <meta name="viewport" content="width=device-width, initial-scale=1.0"> | |
| <title>tinytable_c80pijf8rq8f225cdrn6</title> | |
| <link href="https://cdn.jsdelivr.net/npm/[email protected]/dist/css/bootstrap.min.css" rel="stylesheet"> | |
| <script type="text/x-mathjax-config"> |
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| # Downloads data here: | |
| # https://academic.oup.com/ije/article/49/5/1719/5835351#226179197 | |
| ############################################################################# | |
| # TRIAL EMULATION: SURGERY WITHIN 6 MONTHS AMONG OLDER LUNG CANCER PATIENTS | |
| # Author: Clemence Leyrat (from Camille Maringe's Stata code) | |
| # Refactored by Vincent Arel-Bundock on 2023-12-08 |
vincentarelbundock
/ marginaleffects_vs_emmeans_v2.R
Last active
November 9, 2022 03:16
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| # Example of examining a continuous x categorical interaction using emmeans, | |
| # and an attempt at doing the same using marginaleffects. | |
| # Author: Cameron Patrick <[email protected]> | |
| library(tidyverse) | |
| library(emmeans) | |
| library(marginaleffects) | |
| # use the mtcars data, set up am as a factor | |
| data(mtcars) |
vincentarelbundock
/ gist:2d5e61e166382cf46d6b705b6b3a7ccb
Last active
July 23, 2022 14:53
ols/logit marginal effects
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| ``` r | |
| library(marginaleffects) | |
| library(modelsummary) | |
| set.seed(20220722) | |
| S <- diag(3) | |
| S[1,2] <- S[2,1] <- 0.6 | |
| S[1,3] <- S[3,1] <- 0.6 | |
| data <- MASS::mvrnorm(1000, rep(0, 3), S) |> | |
| as.data.frame() |> |
vincentarelbundock
/ bboot_vab.R
Last active
February 7, 2022 21:38
Bayesian bootstrap in `R` with `update()`
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| library(fixest) | |
| library(data.table) | |
| library(insight) | |
| bboot_vab <- function(model, reps = 1e3, conf.level = .95, cluster = NULL) { | |
| data <- insight::get_data(model) | |
| setDT(data) | |
| if (!is.null(cluster)) { | |
| if (anyNA(data[[cluster]])) { | |
| stop("The cluster variable cannot include missing values.") |
vincentarelbundock
/ gist:06ea0cc1d3c6807370f17a5c3c7abecf
Created
August 27, 2021 02:12
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| # French Accents | |
| name: french-finnish-accents | |
| parent: default | |
| matches: | |
| - trigger: "e''" | |
| replace: "é" | |
| - trigger: "e``" |
vincentarelbundock
/ modelsummary.ipynb
Last active
April 20, 2021 14:28
`modelsummary` regression tables in a Jupyter notebook
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vincentarelbundock
/ rdrobus_modelsummary.R
Created
September 21, 2020 16:58
rdrobust & modelsummary
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| library(rdrobust) | |
| library(modelsummary) | |
| tidy.rdrobust <- function(object, ...){ | |
| ret <- data.frame(term = row.names(object$coef), | |
| estimate = object$coef[, 1], | |
| std.error = object$se[, 1], | |
| statistic = object$z[, 1], | |
| p.value = object$pv[, 1], | |
| conf.low = object$ci[,1], |
vincentarelbundock
/ gist:3ff82c86191bf7dfcaa9a4e4cbb47d6e
Created
August 3, 2020 06:56
rowwise data.table hack
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| library(data.table) | |
| library(tidyverse) | |
| library(microbenchmark) | |
| make_tibble <- function(...) { | |
| treated_units <- sample(1:20000, 4000) | |
| # year fixed effects | |
| year <- tibble( | |
| year = 1981:2010, |
vincentarelbundock
/ test.ipynb
Created
July 20, 2020 17:30
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