Local Independence

Local independence is the underlying assumption of latent variable models. The observed items are conditionally independent of each other given an individual score on the latent variable(s). This means that the latent variable explains why the observed items are related to another. This can be explained by the following example.

Read more about Local Independence:  Example

Famous quotes containing the words local and/or independence:

    “His farm was “grounds,” and not a farm at all;
    His house among the local sheds and shanties
    Rose like a factor’s at a trading station.”
    —Robert Frost (1874–1963)

    “The [nineteenth-century] young men who were Puritans in politics were anti-Puritans in literature. They were willing to die for the independence of Poland or the Manchester Fenians; and they relaxed their tension by voluptuous reading in Swinburne.”
    —Rebecca West (1892–1983)