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transportr

https://github.com/nt-williams/transportr

Science Score: 13.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ○
    .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (7.9%) to scientific vocabulary
Last synced: 9 months ago · JSON representation

Repository

Basic Info
  • Host: GitHub
  • Owner: nt-williams
  • License: gpl-3.0
  • Language: R
  • Default Branch: main
  • Size: 72.3 KB
Statistics
  • Stars: 1
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 1 year ago · Last pushed over 1 year ago
Metadata Files
Readme Changelog License

README.Rmd 

---
output: github_document
---



```{r, include = FALSE}
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "man/figures/README-",
  out.width = "100%"
)
```

# transportr




## Installation

You can install the development version of transport from [GitHub](https://github.com/) with:

``` r
# install.packages("pak")
pak::pak("nt-williams/transportr")
```

## Example

```{r eval=FALSE}
library(transportr)

gendata <- function(n, A = NULL) {
  W <- rbinom(n, 1, 0.5)
  V <- rbinom(n, 1, 0.66)
  Z <- rbinom(n, 1, 0.33)

  if (is.null(A)) A <- rbinom(n, 1, 0.5)

  S <- rbinom(n, 1, 0.4 + 0.5*W - 0.3*Z)

  Yi <- rnorm(n, A + W + A*V + 2.5*A*Z, sqrt((0.1 + 0.8*W)^2))
  Y <- ifelse(S == 1, Yi, NA_real_)

  data.frame(W = W,
             V = V,
             Z = Z,
             S = S,
             A = A,
             Y = Y,
             Yi = Yi)
}

set.seed(123)
n <- 250

tmp <- gendata(n)

transport_ate(data = tmp,
              trt = "A",
              outcome = "Y",
              covar = c("W", "V", "Z"),
              pop = "S",
              estimator = "collaborative",
              folds = 1)
#> ══ Results from `transport_ate()` ═══════════════════════════════════════════════════════════════
#> 
#>       Estimate: 3.33
#>     Std. error: 0.26
#> 95% Conf. int.: 2.81, 3.84
```

Owner

  • Name: Nicholas Williams
  • Login: nt-williams
  • Kind: user
  • Company: Columbia University

Senior Data Analyst @ Columbia University Mailman School of Public Health & free-lance statistics software developer

GitHub Events

Total
  • Push event: 3
Last Year
  • Push event: 3

Packages

  • Total packages: 1
  • Total downloads:
    • cran 144 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 1
  • Total maintainers: 1
cran.r-project.org: transportr

Transporting Intervention Effects from One Population to Another

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 144 Last month
Rankings
Dependent packages count: 27.2%
Dependent repos count: 33.5%
Average: 49.2%
Downloads: 87.0%
Maintainers (1)
ntwilliams.personal@gmail.com
Last synced: 10 months ago

Dependencies

.github/workflows/rhub.yaml actions
  • r-hub/actions/checkout v1 composite
  • r-hub/actions/platform-info v1 composite
  • r-hub/actions/run-check v1 composite
  • r-hub/actions/setup v1 composite
  • r-hub/actions/setup-deps v1 composite
  • r-hub/actions/setup-r v1 composite
DESCRIPTION cran
  • R6 * imports
  • checkmate * imports
  • cli * imports
  • generics * imports
  • ife * imports
  • mlr3superlearner * imports
  • origami * imports
  • ranger * suggests
  • testthat >= 3.0.0 suggests