obesity: Obesity at age 18

Description Usage Format Note Source

Description

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.

Usage

1

Format

A data frame with 136 observations (rows) and 12 variables (columns). Each row is a study participant.

sex

An integer column with a boolean flag if the participant is male or female. Coded 0 for male, 1 for female.

weight2

A numeric column with the participant's weight at age 2 in kg.

height2

A numeric column with the participant's height at age 2 in inches.

weight9

A numeric column with the participant's weight at age 9 in kg.

height9

A numeric column with the participant's height at age 9 in inches.

leg9

A numeric column with the participant's leg circumference at age 9 in cm.

strength9

A numeric column with a composity measure of strength at age 9. Higher values = stronger.

weight18

A numeric column with the participant's weight at age 18 in kg.

height18

A numeric column with the participant's height at age 18 in inches.

leg18

A numeric column with the participant's leg circumference at age 18 in cm.

strength18

A numeric column with a composity measure of strength at age 18. Higher values = stronger.

soma

A numeric column with the seven-point scale of the participant's body type at age 18. Higher values = larger.

Note

The Czerlinski et. al. (1999) used a subset (46 participants) of this dataset–found in the Weisberg (1985) excerpt.

Source

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.


jdmR-packages/czerlinski1999 documentation built on Jan. 1, 2021, 4:32 a.m.