Description Usage Format Note Source
Predict fatness at age 18 children based on body measurements from age 2 to age 18. The body measurements included height, weight, leg circumference, and strength.
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A data frame with 136 observations (rows) and 12 variables (columns). Each row is a study participant.
An integer column with a boolean flag if the participant is male or female. Coded 0 for male, 1 for female.
A numeric column with the participant's weight at age 2 in kg.
A numeric column with the participant's height at age 2 in inches.
A numeric column with the participant's weight at age 9 in kg.
A numeric column with the participant's height at age 9 in inches.
A numeric column with the participant's leg circumference at age 9 in cm.
A numeric column with a composity measure of strength at age 9. Higher values = stronger.
A numeric column with the participant's weight at age 18 in kg.
A numeric column with the participant's height at age 18 in inches.
A numeric column with the participant's leg circumference at age 18 in cm.
A numeric column with a composity measure of strength at age 18. Higher values = stronger.
A numeric column with the seven-point scale of the participant's body type at age 18. Higher values = larger.
The Czerlinski et. al. (1999) used a subset (46 participants) of this dataset–found in the Weisberg (1985) excerpt.
Dataset was published on he longitudinal monitoring of the Berkeley Guidance Study, Tuddenham & Snyder (1954), A data excerpt was reported in Weisberg (1985).
This dataset was pulled from the alr3
package under the name BGSall
.
Column descriptions from Weisberg (1985).
Tuddenham, R. D. (1954). Physical growth of California boys and girls from birth to eighteen years. University of California publications in child development, 1, 183-364. Weisberg, Sanford. (1985). Applied linear regression. New York: Wiley.
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