TY - JOUR

T1 - Apparent transition in the human height distribution caused by age-dependent variation during puberty period

AU - Iwata, Takaki

AU - Yamazaki, Yoshihiro

AU - Kuninaka, Hiroto

PY - 2013/8

Y1 - 2013/8

N2 - In this study, we examine the validity of the transition of the human height distribution from the log-normal distribution to the normal distribution during puberty, as suggested in an earlier study [Kuninaka et al.: J. Phys. Soc. Jpn. 78 (2009) 125001]. Our data analysis reveals that, in late puberty, the variation in height decreases as children grow. Thus, the classification of a height dataset by age at this stage leads us to analyze a mixture of distributions with larger means and smaller variations. This mixture distribution has a negative skewness and is consequently closer to the normal distribution than to the log-normal distribution. The opposite case occurs in early puberty and the mixture distribution is positively skewed, which resembles the log-normal distribution rather than the normal distribution. Thus, this scenario mimics the transition during puberty. Additionally, our scenario is realized through a numerical simulation based on a statistical model. The present study does not support the transition suggested by the earlier study.

AB - In this study, we examine the validity of the transition of the human height distribution from the log-normal distribution to the normal distribution during puberty, as suggested in an earlier study [Kuninaka et al.: J. Phys. Soc. Jpn. 78 (2009) 125001]. Our data analysis reveals that, in late puberty, the variation in height decreases as children grow. Thus, the classification of a height dataset by age at this stage leads us to analyze a mixture of distributions with larger means and smaller variations. This mixture distribution has a negative skewness and is consequently closer to the normal distribution than to the log-normal distribution. The opposite case occurs in early puberty and the mixture distribution is positively skewed, which resembles the log-normal distribution rather than the normal distribution. Thus, this scenario mimics the transition during puberty. Additionally, our scenario is realized through a numerical simulation based on a statistical model. The present study does not support the transition suggested by the earlier study.

KW - Human height

KW - Log-normal distribution

KW - Mixture Distribution

KW - Normal distribution

KW - Skewness

KW - Standard deviation

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U2 - 10.7566/JPSJ.82.084803

DO - 10.7566/JPSJ.82.084803

M3 - Article

AN - SCOPUS:84880903484

SN - 0031-9015

VL - 82

JO - journal of the physical society of japan

JF - journal of the physical society of japan

IS - 8

M1 - 084803

ER -