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lrd - Lexical Response Data

Overview

The lrd package provides tools for quickly and accurately processing the large amounts of lexical response data that are typically generated from recall tests, while also being able to control for minor errors in participant responses.

To install:

The following steps will install the development version of lrd. CRAN release coming soon!

  1. Install devtools if you do not have it. This package lets install packages hosted on GitHub. install.packages("devtools")

  2. With devtools installed, you can then install lrd by executing the following: devtools::install_github("npm27/lrd")

  3. Load the library to get started! library(lrd)

Scoring data:

This package contains four functions for scoring data.

  1. prop_correct_cued() This function can be used to score cued-recall data.

  2. prop_correct_free() This function can be used to score data from free recall studies.

  3. prop_correct_multiple() This function can be used to score data from free recall studies when participants study multiple or random lists.

  4. prop_correct_sentence() This function can be used to score sentence recall.

In additionally, arrange_data() can be used to convert wide format data to long format prior to scoring.

Detailed descriptions of each function are available in the documentation and in the manuscript.

You can also use the Shiny app! For step-by-step instructions on using the Shiny application, see the how-to-guide.

Contact:

We happily take comments and suggestions. Please email nicholas.maxwell@usm.edu.

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Version

Install

install.packages('lrd')

Monthly Downloads

176

Version

0.1.0

License

LGPL-3

Maintainer

Nicholas Maxwell

Last Published

December 9th, 2021

Functions in lrd (0.1.0)

arrange_data

Arrange Data for Free Recall Scoring
crp_multiple

Conditional Response Probability for Multiple Lists
answer_key_free2

Answer Key Example Data
answer_key_free

Answer Key Example Data
serial_position

Serial Position Calculator
prop_correct_multiple

Proportion Correct Free Recall for Multiple Lists
pfr

Probability of First Recall
prop_correct_sentence

Proportion Correct for Sentences
multi_answers

Answer Key Example Data for Multiple Lists
free_data

Free Recall Data
pfr_multiple

Probability of First Recall for Multiple Lists
multi_data

Free Recall Data in Wide Format with Multiple Lists
cued_data

Cued Recall Data
prop_correct_cued

Proportion Correct Cued Recall
wide_data

Free Recall Data in Wide Format
cued_recall_manuscript

Cued Recall Data from Manuscript
prop_correct_free

Proportion Correct Free Recall
serial_position_multiple

Serial Position Calculator for Multiple Lists
rater_data

Rater Data
sentence_data

Sentence Recall Data
kappa

Cohen's Kappa
cued_data_groupby

Cued Recall Data with Multiple Conditions
crp

Conditional Response Probability