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\name{mob_control} |
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\alias{mob_control} |
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\title{Control Parameters for Model-based Partitioning} |
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\description{ |
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Various parameters that control aspects the fitting algorithm |
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for recursively partitioned \code{\link{mob}} models. |
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} |
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\usage{ |
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mob_control(alpha = 0.05, bonferroni = TRUE, minsplit = 20, trim = 0.1, |
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objfun = deviance, breakties = FALSE, parm = NULL, verbose = FALSE) |
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} |
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\arguments{ |
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\item{alpha}{numeric significance level. A node is splitted when |
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the (possibly Bonferroni-corrected) \eqn{p} value for any parameter |
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stability test in that node falls below \code{alpha}.} |
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\item{bonferroni}{logical. Should \eqn{p} values be Bonferroni corrected?} |
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\item{minsplit}{integer. The minimum number of observations (sum of the |
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weights) in a node.} |
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\item{trim}{numeric. This specifies the trimming in the parameter instability |
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test for the numerical variables. If smaller than 1, it is interpreted |
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as the fraction relative to the current node size.} |
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\item{objfun}{function. A function for extracting the minimized value of |
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the objective function from a fitted model in a node.} |
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\item{breakties}{logical. Should ties in numeric variables be broken |
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randomly for computing the associated parameter instability test?} |
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\item{parm}{numeric or character. Number or name of model parameters |
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included in the parameter instability tests (by default all parameters |
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are included).} |
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\item{verbose}{logical. Should information about the fitting process |
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of \code{\link{mob}} (such as test statistics, \eqn{p} values, selected |
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splitting variables and split points) be printed to the screen?} |
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} |
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\details{ |
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See \code{\link{mob}} for more details and references. |
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} |
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\seealso{\code{\link{mob}}} |
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\value{ |
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A list of class \code{mob_control} containing the control parameters. |
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} |
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\keyword{misc} |