knotave
(Package: SEL) :
Calculate the knot averages of a B-spline basis.
Calculates the knot averages of a B-spline basis.
● Data Source:
CranContrib
● Keywords:
● Alias: knotave
●
1 images
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predict.SEL
(Package: SEL) :
Evaluate the expert's density (or cdf)
Evaluate the density or cdf of an SEL object.
● Data Source:
CranContrib
● Keywords: misc
● Alias: predict.SEL
●
0 images
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comparePlot
(Package: SEL) :
Compare different elicitated densities.
Compare different elicitated distributions in a trellis display.
● Data Source:
CranContrib
● Keywords: misc
● Alias: comparePlot
●
2 images
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This package implements a novel method for fitting a bounded probability distribution to quantiles stated for example by an expert (see Bornkamp and Ickstadt (2009)). For this purpose B-splines are used, and the density is obtained by penalized least squares based on a Brier entropy penalty. The package provides methods for fitting the distribution as well as methods for evaluating the underlying density and cdf. In addition methods for plotting the distribution, drawing random numbers and calculating quantiles of the obtained distribution are provided.
● Data Source:
CranContrib
● Keywords: package
● Alias: SEL-package
●
3 images
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getbinPost
(Package: SEL) :
Calculate posterior distribution for binomial model
Calculate posterior distribution for the simple beta-binomial model
● Data Source:
CranContrib
● Keywords: misc
● Alias: getbinPost
●
2 images
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plot.SEL
(Package: SEL) :
Plotting an SEL object
This function displays a fitted SEL object and displays the expert's cdf or pdf (depending on the deriv argument)
● Data Source:
CranContrib
● Keywords: misc
● Alias: plot.SEL
●
3 images
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min.abs
(Package: SEL) :
Find gamma given Delta
Find gamma so that squareroot of average squared distance of fitted distribution and statements is equal to Delta (using the uniroot function). This function is not meant to be called by the user, unless one is familiar with the source code.
● Data Source:
CranContrib
● Keywords: misc
● Alias: min.abs
●
0 images
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SEL
(Package: SEL) :
Semiparametric Elicitation of a bounded parameter
Fits a distribution to quantiles (stated for example by an expert) using B-splines with a Brier entropy penalty.
● Data Source:
CranContrib
● Keywords: misc
● Alias: SEL
●
9 images
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rvSEL
(Package: SEL) :
Simulate from the expert's distribution
Simulate random variables from an SEL object.
● Data Source:
CranContrib
● Keywords: misc
● Alias: rvSEL
●
2 images
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fit.SEL
(Package: SEL) :
Fit an SEL object
Function that performs the actual fitting of the expert's distribution via quadratic programming (using the solve.QP function from the quadprog package). This function is mainly for internal use.
● Data Source:
CranContrib
● Keywords: misc
● Alias: fit.SEL
●
0 images
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