chapter_12_table_21: The data used in Chapter 12, Table 21

In yelleKneK/AMCP: A Model Comparison Perspective

Description

The data used in Chapter 12, Table 21

Usage

data(chapter_12_table_21)

Format

An object of class data.frame with 18 rows and 5 columns.

Details

Suppose that we are interested in comparing the effects of three drugs (A, B, and C) on aggressiveness on monkeys. To control for possible order effects, we use a Latin square design. Specifically, we suppose that six subjects are available (as we discussed in Chapter 11, a subject is actually a pair of monkeys in this design). Following the design principles outlined at the end of Chapter 11, we use a replicated Latin square design with two randomly consituted squares. Subjects are then randomly assigned to rows of the squares. The dependent measure can be thought of as the number of aggressive behvaiors engaged in during a fixed time period. Notice that each sore is a function of three possible influences: subject, time period, and treatment condition (where here is drug, with three levels, either A, B, or C).

To summarize, the data in Table 12.21 consists of hypothetical aggressiveness scores for 6 monkeys who have been exposed to three types of drugs (A, B, and C). In order to control for potential order effects, a Latin square design is utilized. In particular, two randomly constituted squares are formed with three monkeys randomly assigned to each square and also randomly assigned to the particular row of the square that assigns the order that they are exposed to treatment.

Variables

dv

dependent variable; the number of aggressive behaviors in a time period

subject

one pair of monkeys (6 total)

time

time period

cond

treatment condition

square

a numeric vector

Synonym

C12T21

Author(s)

Ken Kelley [e-mail]

Source

https://designingexperiments.com/data/

Maxwell, S. E., Delaney, H. D., & Kelley, K. (2018). Designing experiments and analyzing data: A model comparison perspective. (3rd ed.). New York, NY: Routledge.

References

Maxwell, S. E., Delaney, H. D., \& Kelley, K. (2018). Designing experiments and analyzing data: A model comparison perspective (3rd ed.). New York, NY: Routledge.

Examples

# Load the data
data(chapter_12_table_21)

# Or, alternatively load the data as
data(C12T21)

# View the structure
str(chapter_12_table_21)

yelleKneK/AMCP documentation built on July 25, 2020, 12:50 a.m.