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The objective of this package is to perform statistical inference using an expressive statistical grammar that coheres with the `tidyverse` design framework.
To install the current stable version of `infer` from CRAN:
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```r
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install.packages("infer")
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```
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To install the developmental version of `infer`, make sure to install `remotes` first. The `pkgdown` website for this developmental version is at <https://infer.netlify.com>.
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To install the developmental version of `infer`, make sure to install
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`remotes` first. The `pkgdown` website for this developmental version is
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at <https://infer.netlify.com>.
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```r
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install.packages("remotes")
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remotes::install_github("tidymodels/infer")
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```
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To install the cutting edge version of `infer` (do so at your own risk), make sure to install `remotes` first. This version was last updated on 2018-07-11 12:19:33.
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To install the cutting edge version of `infer` (do so at your own risk),
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make sure to install `remotes` first. This version was last updated on
To see the things we are working on with the package as vignettes/Articles, check out the developmental `pkgdown` site at <https://infer-dev.netlify.com>.
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To see the things we are working on with the package as
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vignettes/Articles, check out the developmental `pkgdown` site at
We welcome others helping us make this package as user friendly and efficient as possible. Please review our [contributing](https://github.com/tidymodels/infer/blob/develop/CONDUCT.md) and [conduct](CONDUCT.md) guidelines. Of particular interest is helping us to write `testthat` tests and help us in building vignettes that show how to (and how NOT to) use the package. By participating in this project you agree to abide by its terms.
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We welcome others helping us make this package as user friendly and
Hypothesis test for a difference in proportions (using the formula interface `y ~ x` in `specify()`):
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Hypothesis test for a difference in proportions (using the formula
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interface `y ~ x` in `specify()`):
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```r
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mtcars %>%
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calculate(stat="diff in props", order= c("1", "0"))
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```
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Confidence interval for a difference in means (using the non-formula interface giving both the `response` and `explanatory` variables in `specify()`):
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Confidence interval for a difference in means (using the non-formula
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interface giving both the `response` and `explanatory` variables in
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`specify()`):
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```r
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mtcars %>%
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calculate(stat="diff in means", order= c("1", "0"))
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```
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Note that the formula and non-formula interfaces work for all implemented inference procedures in `infer`. Use whatever is more natural for you. If you will be doing modeling using functions like `lm()` and `glm()`, we recommend you begin to use the formula `y ~ x` notation as soon as possible though.
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Note that the formula and non-formula interfaces work for all
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implemented inference procedures in `infer`. Use whatever is more
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natural for you. If you will be doing modeling using functions like
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`lm()` and `glm()`, we recommend you begin to use the formula `y ~ x`
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notation as soon as possible though.
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Other examples are available in the package vignettes.
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