| Name : R-DBERlibR
| |
| Version : 0.1.3
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : lp153.5.5
| Date : 2024-06-14 12:15:36
|
| Group : Development/Libraries/Other
| Source RPM : R-DBERlibR-0.1.3-lp153.5.5.src.rpm
|
| Size : 0.50 MB
| |
| Packager : (none)
| |
| Summary : Automated Assessment Data Analysis for Discipline-Based Education Research
|
Description :
Discipline-Based Education Research scientists repeatedly analyze
assessment data to ensure question items’ reliability and examine the
efficacy of a new educational intervention. Analyzing assessment data
comprises multiple steps and statistical techniques that consume much
of researchers’ time and are error-prone. While education research
continues to grow across many disciplines of science, technology,
engineering, and mathematics (STEM), the discipline-based education
research community lacks tools to streamline education research data
analysis. ‘DBERlibR’—an ‘R’ package to streamline and automate
assessment data processing and analysis—fills this gap. The package
reads user-provided assessment data, cleans them, merges multiple
datasets (as necessary), checks assumption(s) for specific statistical
techniques (as necessary), applies various statistical tests (e.g.,
one-way analysis of covariance, one-way repeated-measures analysis of
variance), and presents and interprets the results all at once. By
providing the most frequently used analytic techniques, this package
will contribute to education research by facilitating the creation and
widespread use of evidence-based knowledge and practices. The outputs
contain a sample interpretation of the results for users’ convenience.
User inputs are minimal; they only need to prepare the data files as
instructed and type a function in the \'R\' console to conduct a specific
data analysis.\
For descriptions of the statistical methods employed
in package, refer to the following Encyclopedia of Research Design,
edited by Salkind, N. (2010) < doi:10.4135/9781412961288>.
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RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
