unicorns: UIV Testing Training Data on Unicorns

In sgutreuter/screenr: Construction of Binary Test-Screening Rules

UIV Testing Training Data on Unicorns

Description

A preliminary study was conducted in which a random sample of 6,000 properly consented [unicorns](https://www.britannica.com/topic/unicorn) were recruited from 20 clinics. Each unicorn was asked seven questions about their behavior and health. Unicorns responded by stomping a hoof once to indicate "no", and twice to indicate "yes". A sample of venous blood was drawn from each, and was subsequently tested for the presence of antibodies to Unicorn Immunodeficiency Virus (UIV) using a standard assay algorithm.

Usage

data(unicorns)

Format

A data frame with eight columns:

ID

Patient ID

Q1

Response to screening question 1 (0 = "no", 1 = "yes")

Q2

Response to screening question 2 (0 = "no", 1 = "yes")

Q3

Response to screening question 3 (0 = "no", 1 = "yes")

Q4

Response to screening question 4 (0 = "no", 1 = "yes")

Q5

Response to screening question 5 (0 = "no", 1 = "yes")

Q6

Response to screening question 6 (0 = "no", 1 = "yes")

Q7

Response to screening question 7 (0 = "no", 1 = "yes")

testresult

UIV status, where 0 and 1 denote negative and positive test results, repectively.

Note

In reality, the question responses and test results were generated using Bernoulli random-number generators.

Examples

## Not run: 
head(unicorns)

## End(Not run)

sgutreuter/screenr documentation built on Nov. 20, 2022, 2:41 a.m.