| Title: | Generate Samples with a Variety of Probability Distributions |
| Version: | 1.2.1 |
| Maintainer: | Nicholas Vietto <nicholasvietto@gmail.com> |
| Description: | Simplifies the process of generating samples from a variety of probability distributions, allowing users to quickly create data frames for demonstrations, troubleshooting, or teaching purposes. Data is available in multiple sizes—small, medium, and large. For more information, refer to the package documentation. |
| License: | MIT + file LICENSE |
| Encoding: | UTF-8 |
| RoxygenNote: | 7.3.2 |
| Suggests: | knitr, rmarkdown, testthat (≥ 3.0.0) |
| Config/testthat/edition: | 3 |
| VignetteBuilder: | knitr |
| URL: | https://github.com/nvietto/samplezoo, https://nvietto.github.io/samplezoo/ |
| BugReports: | https://github.com/nvietto/samplezoo/issues |
| NeedsCompilation: | no |
| Packaged: | 2025-02-21 16:21:32 UTC; nicholasvietto |
| Author: | Nicholas Vietto [aut, cre, cph] |
| Repository: | CRAN |
| Date/Publication: | 2025-02-21 16:40:02 UTC |
samplezoo: Generate Samples with a Variety of Probability Distributions
Description
Simplifies the process of generating samples from a variety of probability distributions, allowing users to quickly create data frames for demonstrations, troubleshooting, or teaching purposes. Data is available in multiple sizes—small, medium, and large. For more information, refer to the package documentation.
Author(s)
Maintainer: Nicholas Vietto nicholasvietto@gmail.com [copyright holder]
See Also
Useful links:
Report bugs at https://github.com/nvietto/samplezoo/issues
Generate Samples with a Variety of Probability Distributions
Description
Generate Samples with a Variety of Probability Distributions
Usage
samplezoo(name)
Arguments
name |
A character string specifying the dataset size. The three dataset sizes are:
|
Details
The distributions included in each data frame are:
-
norm: Normal distribution with mean and standard deviation parameters. -
norm_2: Slight variation of the normal distribution. -
norm_3: Another slight variation of the normal distribution. -
bern: Bernoulli distribution. -
neg: Negative binomial distribution. -
pois: Poisson distribution. -
exp: Exponential distribution. -
unif: Uniform distribution. -
beta: Beta distribution. -
gamma: Gamma distribution. -
chi_sq: Chi-squared distribution. -
t_dist: Student's t-distribution. -
f_dist: F-distribution.
Value
A dataset containing variables with common distributions.
Examples
small_data <- samplezoo("small")
medium_data <- samplezoo("medium")
large_data <- samplezoo("large")