The hirt package

[Tags: bsd3, program]

Program for fitting Item Response Theory (IRT) two (2PL) and three (3PL) parameter logistic models.

Implements Joint Maximum Likelihood (JML) algorithm (currently only supported in 2PL model) and via generic function optimization using L-BFGS-B (both 2PL and 3PL).

Calculates item parameter and subject ability estimates and log likelihood statistics. For contestant abilities supports error estimates via Fisher information, and via two algorithms of the author, namely bootstrap and Bayes a posteriori probability.

Supports outputting coordinate list for a plot of Bayes a posteriori probability of individual subject abilities.

Part of a masters thesis of the author "http://people.ksp.sk/~ivan/irt/ebook.pdf" .

As a side note, it is currently a lacking proper documentation and user friendliness.


Properties

Versions0.0.1.0, 0.0.1.1
Dependenciesattoparsec (>=0.10.1 && <0.11), base (==4.*), cmdargs (>=0.9.3 && <0.10), containers (>=0.4 && <0.6), csv (>=0.1.2 && <0.2), hlbfgsb (>=0.0.1.0 && <0.1.0.0), hmatrix (>=0.13.1.0 && <0.15), mwc-random (==0.12.*), numeric-extras (>=0.0.2.2 && <0.1), random (>=1.0.1.1 && <1.1), statistics (==0.10.*), text (>=0.11.1.13 && <0.12), text-format (>=0.3.0.7 && <0.4), vector (==0.9.*), vector-space (==0.8.*)
LicenseBSD3
AuthorIvan Labáth
Maintainerivan@hirt.ksp.sk
CategoryMath
Home pagehttps://people.ksp.sk/~ivan/hirt
Source repositoryhead: darcs get http://people.ksp.sk/~ivan/hirt
this: darcs get http://people.ksp.sk/~ivan/hirt --tag 0.0.1.0
Executableshirt
Upload dateMon May 14 21:53:22 UTC 2012
Uploaded byIvanLabath
Downloads167 total (11 in last 30 days)

Flags

NameDescriptionDefault
pl3Compile for 3PL model, doesn't support JML yet. Model needs to be selected at compile time.Disabled

Use -f <flag> to enable a flag, or -f -<flag> to disable that flag. More info

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