VENDOR: Number of cycles required until latch failure

In mistat: Data Sets, Functions and Examples from the Book: "Modern Industrial Statistics" by Kenett, Zacks and Amberti

Number of cycles required until latch failure

Description

Number of cycles reqiored until latch failure in 30 floppy disk drives from three different disk vendors.

Usage

data(VENDOR)

Format

A data frame with 10 observations on the following 3 variables.

vendor1

number of cycles required until latch failure for vendor A_1, a numeric vector

vendor2

number of cycles required until latch failure for vendor A_2, a numeric vector

vendor3

number of cycles required until latch failure for vendor A_3, a numeric vector

Details

Three different vendors are considered for supplying cases for floppy disk drives. The question is whether the latch mechanism that opens and closes the disk loading slot is sufficiently reliable. In order to test the reliability of this latch, three independent samples of cases, each of size n = 10, were randomly selected from the production lots of these vendors. The testing was performed on a special apparatus that opens and closes a latch, until it breaks. The number of cycles required until latch failure was recorded. In order to avoid uncontrollable environmental factors to bias the results, the order of testing of cases of different vendors was completely randomized. In data VENDOR there are the results of this experiment, arranged in 3 columns. Column 1 represents the sample from vendor A_1; column 2 that of vendor A_2 and column 3 of vendor A_3.

Source

Kenett, R. and Zacks, S. (1998) Modern Industrial Statistics: The Design and Control of Quality and Reliability. Duxbury Press.

Examples

data(VENDOR)

VENDOR <- stack(VENDOR)               
                                      
VENDOR$ind <- as.factor(VENDOR$ind)   
                                      
VENDOR$values <- sqrt(VENDOR$values)  
                                              
confint(lm(values ~ -1 + ind,         
           data=VENDOR))

mistat documentation built on March 7, 2023, 6:43 p.m.