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esmprep (version 0.2.0)

Data Preparation During and After the Use of the Experience Sampling Methodology (ESM)

Description

Support in preparing a raw ESM dataset for statistical analysis. Preparation includes the handling of errors (mostly due to technological reasons) and the generating of new variables that are necessary and/or helpful in meeting the conditions when statistically analyzing ESM data. The functions in 'esmprep' are meant to hierarchically lead from bottom, i.e. the raw (separated) ESM dataset(s), to top, i.e. a single ESM dataset ready for statistical analysis. This hierarchy evolved out of my personal experience in working with ESM data.

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Install

install.packages('esmprep')

Monthly Downloads

202

Version

0.2.0

License

GPL (>= 2)

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Repository

https://github.com/mmiche/esmprep

Maintainer

Marcel Michc3<a9>

Last Published

July 5th, 2019

Functions in esmprep (0.2.0)

dateTimeFormats2

dateTimeFormats2

RELEVANTVN_REFext

Resulting list after function genDateTime has been executed on the reference dataset.

RELEVANTVN_ESext

Resulting list after function genDateTime has been executed on the list of ESM datasets.

RELEVANTINFO_ES

Resulting list after function setES has been executed.

computeDuration

computeDuration

computeTimeBetween

computeTimeBetween

Raw ESM dataset simulating a series of ESM questionnaires that were scheduled to be filled out during the day by participants of the control group.

dateTimeFormats

dateTimeFormats

Raw ESM dataset simulating a series of ESM questionnaires that were scheduled to be filled out during the day by participants of the test group.

Resulting dataset after function convertChars has been executed on the raw ESM dataset.

esmprep: A package for preparing raw data in research that uses the Experience-Sampling-Methodology (ESM).

randomMultSelection

randomMultSelection

Resulting dataset after function esAssign has been executed on the raw ESM dataset.

missingEndDateTime

missingEndDateTime

Resulting dataset after function computeTimeBetween has been executed on the raw ESM dataset.

expectedPromptIndex

expectedPromptIndex

Raw ESM dataset simulating a series of ESM questionnaires that were scheduled to be filled out during the morning by participants of the test group.

Resulting dataset after function expectedPromptIndex has been executed on the raw ESM dataset.

Dataset with relevant information on participants in an ESM study.

Raw ESM dataset simulating a series of ESM questionnaires that were scheduled to be filled out during the morning by participants of the control group.

Resulting dataset after function genDateTime has been executed on the list of ESM datasets.

Dataset 'referenceDf' in modified form

Raw ESM dataset simulating a series of ESM questionnaires that were scheduled to be filled out during the evening by participants of the test group.

Resulting dataset after function esComplete has been executed on the list of ESM datasets.

Raw ESM dataset simulating a series of ESM questionnaires that were scheduled to be filled out during the evening by participants of the control group.

printSuggestedShift

printSuggestedShift