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In regression analysis, partial leverage (PL) is a measure of the contribution of the individual independent variables to the total leverage of each observation. That is, if h i is the i th element of the diagonal of the hat matrix, PL is a measure of how h i changes as a variable is added to the regression model.
Partial leverage (PL) is a measure of the contribution of the individual independent variables to the total leverage of each observation. That is, PL is a measure of how h i i {\displaystyle h_{ii}} changes as a variable is added to the regression model.
Partial regression plots are most commonly used to identify data points with high leverage and influential data points that might not have high leverage. Partial residual plots are most commonly used to identify the nature of the relationship between Y and X i (given the effect of the other independent variables in the model).
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Partial least squares (PLS) regression is a statistical method that bears some relation to principal components regression and is a reduced rank regression; [1] instead of finding hyperplanes of maximum variance between the response and independent variables, it finds a linear regression model by projecting the predicted variables and the observable variables to a new space of maximum ...
In applied statistics, a partial residual plot is a graphical technique that attempts to show the relationship between a given independent variable and the response variable given that other independent variables are also in the model.
A partially observable Markov decision process (POMDP) is a generalization of a Markov decision process (MDP). A POMDP models an agent decision process in which it is assumed that the system dynamics are determined by an MDP, but the agent cannot directly observe the underlying state.
Continuous partial attention is the behavior of dividing one's attention, scanning and optimizing opportunities in an effort to not miss anything that is going on, coined in 1998 by Linda Stone. [1] While multitasking is driven by a conscious desire to be productive, continuous partial attention is an automatic process motivated by the desire ...