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Add data origination from 2014
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coatless committed Sep 30, 2024
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7 changes: 7 additions & 0 deletions R/ordered-pswc-data.R
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#' A sequential exploratory diagnostic model using a Pólya-gamma data
#' augmentation strategy. *British Journal of Mathematical and Statistical Psychology*,
#' *76*, 513–538. \doi{10.1111/bmsp.12307}
#'
#' **Data originated from:**
#'
#' - Culpepper, S. A. (2014).
#' If at first you don’t succeed, try, try again: Applications of sequential
#' IRT models to cognitive assessments. *Applied Psychological Measurement*,
#' 38(8), 632–644. \doi{10.1177/0146621614536464}
"items_ordered_pswc_hw"
2 changes: 1 addition & 1 deletion README.Rmd
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Expand Up @@ -127,7 +127,7 @@ library(edmdata)
Student Background Survey Item Responses [@TIMSS:2015:Background].
- `items_ordered_timss15_background`: N = `r nrow(items_ordered_timss15_background)` subject responses
to J = `r ncol(items_ordered_timss15_background)` items.
- Calculus-based probability and statistics course homework problems [@Jimenez:2023:OPGEDM]
- Calculus-based probability and statistics course homework problems [@Culpepper:2014:SequentialIRT, @Jimenez:2023:OPGEDM]
- `items_ordered_pswc_hw`: N = `r nrow(items_ordered_pswc_hw)`
subject responses to J = `r ncol(items_ordered_pswc_hw)` items.
- Programme for International Student Assessment (PISA) 2012
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19 changes: 14 additions & 5 deletions README.md
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Expand Up @@ -111,8 +111,8 @@ head(items_revised_psvtr)
- `items_ordered_timss15_background`: N = 9672 subject responses to J
= 16 items.
- Calculus-based probability and statistics course homework problems
(Jimenez et al., 2023)
- `items_ordered_pswc_hw`: N = 288 subject responses to J = 30 items.
Jimenez et al. (2023)
- `items_ordered_pswc_hw`: N = 288 subject responses to J = 29 items.
- Programme for International Student Assessment (PISA) 2012 U.S.
Student Questionnaire Problem-Solving Vignettes (Culpepper & Balamuta,
2021).
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</div>

<div id="ref-Culpepper:2014:SequentialIRT" class="csl-entry">

Culpepper, S. A. (2014). If at first you don’t succeed, try, try again:
Applications of sequential IRT models to cognitive assessments. *Applied
Psychological Measurement*, *38*(8), 632–644.
<https://doi.org/10.1177/0146621614536464>

</div>

<div id="ref-Culpepper:2015:BayesianDINA" class="csl-entry">

Culpepper, S. A. (2015). Bayesian estimation of the DINA model with
Expand All @@ -228,9 +237,9 @@ responses with binary attributes: Identifiability and estimation.

<div id="ref-Culpepper:2019:EGDM" class="csl-entry">

Culpepper, S. A. (2019b). Estimating the cognitive diagnosis $Q$ matrix
with expert knowledge: Application to the fraction-subtraction dataset.
*Psychometrika*, *84*(2), 333–357.
Culpepper, S. A. (2019b). Estimating the cognitive diagnosis $`Q`$
matrix with expert knowledge: Application to the fraction-subtraction
dataset. *Psychometrika*, *84*(2), 333–357.
<https://doi.org/10.1007/s11336-018-9643-8>

</div>
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3 changes: 2 additions & 1 deletion _pkgdown.yml
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Expand Up @@ -50,7 +50,8 @@ reference:
- title: Calculus-based probability and statistics homework
desc: >
Data from a calculus-based probability and statistics course homework
assignment.
assignment originating from [Culpepper, S.A. (2014)](https://doi.org/10.1177/0146621614536464)
and used in [Jimenez, A., Balamuta, J. J., & Culpepper, S. A. (2023)](https://doi.org/10.1111/bmsp.12307).
contents:
- items_ordered_pswc_hw
- title: "Human Connectome Project's Penn Progressive Matrices Fluid Intelligence Assessment"
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13 changes: 13 additions & 0 deletions bibliography.bib
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Expand Up @@ -280,3 +280,16 @@ @article{Jimenez:2023:OPGEDM
volume = {76},
}

@article{Culpepper:2014:SequentialIRT,
author = {Culpepper, Steven Andrew},
url = {https://doi.org/10.1177/0146621614536464},
year = {2014},
doi = {10.1177/0146621614536464},
eprint = {https://doi.org/10.1177/0146621614536464},
journal = {Applied Psychological Measurement},
number = {8},
pages = {632--644},
title = {If at First You Don’t Succeed, Try, Try Again: Applications of Sequential IRT Models to Cognitive Assessments},
volume = {38},
}

8 changes: 8 additions & 0 deletions man/items_ordered_pswc_hw.Rd

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