Score equating methods for testing
Project description
pyequate
pyequate is an open-source package containing different test score equating methods in one location. It includes methods for random groups, common-item/non-equivalent groups, and IRT equating. The version on GitHub will be the most current, with updates pushed to pyPI.
Areas Currently Under Development
- Standard errors of equating for common-item/non-equivalent groups methods
- pre- and post-smoothing for equipercentile equating
Required Packages
pyequate requires NumPy, Pandas, SciPy, and Statsmodels.
Public Datasets
A number of publicly available datasets are bundled with pyequate to allow testing of functions. They are also available as CSV files in the src/pyequate/datasets directory on GitHub.
Once pyequate is installed, the datasets can be loaded directly from within the package — no need to download the files separately:
import pyequate
# List the names of all bundled datasets
pyequate.list_datasets()
# Load a dataset by name (returns a pandas DataFrame)
act = pyequate.load_dataset("ACTmath")
The following datasets are included:
ACTmath, ADMneatX, ADMneatY, CBdatax1y2, CBdatax2y1, KBneatx, KBneaty, Math20EG, Math20SG, PISAbooklets, PISAitems, PISAstudents, itemparx, itempary
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