@hackage hirt0.0.1.1

Calculates IRT 2PL and 3PL models

Categories
- Mathematics
License
BSD-3-Clause
Maintainer
ivan@hirt.ksp.sk
Links
Versions
- 0.0.1.1 Mon, 14 May 2012
- 0.0.1.0 Fri, 4 May 2012

Installation
In your cabal file:
Dependencies (0)
- base >=4 && <5
- containers >=0.4 && <0.6
- random >=1.0.1.1 && <1.1
- text >=0.11.1.13 && <0.12
- vector >=0.9 && <0.10
- attoparsec >=0.10.1 && <0.11
Dependents (1)
@hackage/acme-everything

Package Flags

pl3

(off by default)

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

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.

@hackage hirt0.0.1.1

Categories

License

Maintainer

Links

Versions

Installation

Dependencies (0)

Dependents (1)

Package Flags