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Educability-and-Group-Differences-1973-by-Arthur-Robert-Jensen

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68 <strong>Educability</strong> <strong>and</strong> <strong>Group</strong> <strong>Differences</strong><br />

NOTES<br />

1. ‘Population’ is a statistical concept. A population is defined <strong>by</strong> a set<br />

of operational criteria <strong>by</strong> which individuals are either included or<br />

excluded as members of the population. A population is thus<br />

defined also as all individuals who meet the criteria for inclusion.<br />

Mean values of various phenotypes in the population <strong>and</strong> their<br />

dispersion (variance or average difference among members of the<br />

population) are estimated on r<strong>and</strong>om samples drawn from the<br />

defined population. A sample is truly r<strong>and</strong>om when every member<br />

of the population has an equal chance of being included in the<br />

sample.<br />

2. The term ‘genetic value’, (also called genic or genotype value), has<br />

a technical quantitative meaning. It does not imply any ‘value<br />

judgment’ about the trait in question. An individual’s ‘genetic<br />

value’ is his hypothetical position on the trait’s scale of measurement<br />

if he had developed in the ‘average’ environment of the<br />

population of which he is a member <strong>and</strong> in which h2 has been<br />

estimated. Conversely, the individual’s ‘environmental value’ is his<br />

hypothetical position on the trait scale if his genetic endowment<br />

were the average of the population. While ‘genetic value’ refers to<br />

all the genetic components that constitute the individual’s genotype,<br />

the term ‘breeding value’ refers only to the additive genetic effects,<br />

or heritability in the narrow sense. An individual’s breeding value<br />

is the hypothetical mean position on the scale of trait measurement<br />

of all of the individual’s potential offsprings when his mate or mates<br />

are genetically at the population mean <strong>and</strong> when the offspring have<br />

developed in an average environment for the population.<br />

3. It should be noted that a multiplicative model depends upon a scale<br />

with a true zero point <strong>and</strong> no zero or negative value; the multiplicative<br />

model cannot be applied to deviations from means, which is<br />

what practically all psychological test scores consist of. In any case,<br />

there is little difference in predictive precision between an additive<br />

<strong>and</strong> a multiplicative model unless the variations in G <strong>and</strong> E are<br />

very large in comparison to their means. There would be no<br />

practical difference between the models in estimating heritability<br />

when the coefficients of variation (i.e., the ratios or/Mean G <strong>and</strong><br />

txE/Mean E) are less than about 0-20.<br />

4. A detailed treatment of the use of transformation of the scale of<br />

measurement in quantitative genetics can be found in Chapter 17<br />

of Falconer’s Introduction to Quantitative Genetics (1960).<br />

5. Epistasis is the interactive (i.e., non-additive) effect among genes at<br />

different loci in the chromosomes. For example, the phenotypic<br />

effect of gene A plus gene B may be greater (or less) than the sum

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