ARPobservation: Tools for Simulating Direct Behavioral Observation Recording Procedures Based on Alternating Renewal Processes

Tools for simulating data generated by direct observation recording. Behavior streams are simulated based on an alternating renewal process, given specified distributions of event durations and interim times. Different procedures for recording data can then be applied to the simulated behavior streams. Functions are provided for the following recording methods: continuous duration recording, event counting, momentary time sampling, partial interval recording, and whole interval recording.

Author
James E. Pustejovsky, with contributions from Daniel M. Swan
Date of publication
2015-02-11 07:38:57
Maintainer
James E. Pustejovsky <jepusto@gmail.com>
License
GPL-3
Version
1.1

View on CRAN

Man pages

ARPobservation
ARPobservation
augmented_recording
Applies augmented interval recording to a behavior stream
continuous_duration_recording
Applies continuous duration recording to a behavior stream
Dunlap
Dunlap et al.(1994) data
eq_dist
Constructor for class 'eq_dist'
event_counting
Applies event counting to a behavior stream
F_const
Constant (degenerate) distribution and related equilibrium...
F_exp
Exponential distribution and related equilibrium distribution
F_gam
Gamma distribution and related equilibrium distribution
F_gam_mix
Mixture of two gamma distributions and related equilibrium...
F_unif
Uniform distribution and related equilibrium distribution
F_weib
Weibull distribution and related equilibrium distribution
incidence_bounds
Incidence bounds and confidence interval
interim_bounds
Interim bounds and confidence interval
interval_recording
Applies interval recording to a behavior stream
logRespRatio
Calculate log-response ratio, variance, and confidence...
Moes
Moes(1998) data
momentary_time_recording
Applies momentary time recording to a behavior stream
PIR_loglik
Calculate log-likelihood
PIR_MOM
Moment estimator for prevalence and incidence, with bootstrap...
prevalence_bounds
Prevalence bounds and confidence interval
r_behavior_stream
Generates random behavior streams
r_continuous_recording
Generates random samples of continuously recorded behavior...
reported_observations
Applies multiple recording procedures to a behavior stream
r_event_counting
Generates random samples of event counts
r_MTS
Generates random momentary time sampling behavior streams
r_PIR
Generates random partial interval recording behavior streams
r_WIR
Generates random whole interval recording behavior streams

Files in this package

ARPobservation
ARPobservation/inst
ARPobservation/inst/CITATION
ARPobservation/inst/mc_est_test.R
ARPobservation/inst/doc
ARPobservation/inst/doc/Observation-algorithms.Rnw
ARPobservation/inst/doc/Observation-algorithms.pdf
ARPobservation/tests
ARPobservation/tests/testthat
ARPobservation/tests/testthat/test-PIR-likelihood.R
ARPobservation/tests/test-all.R
ARPobservation/NAMESPACE
ARPobservation/demo
ARPobservation/demo/MTS_measurands.R
ARPobservation/demo/PIR_bias.R
ARPobservation/demo/CDR_reliability.R
ARPobservation/demo/00Index
ARPobservation/demo/study_planning.R
ARPobservation/NEWS
ARPobservation/data
ARPobservation/data/Dunlap.RData
ARPobservation/data/Moes.RData
ARPobservation/R
ARPobservation/R/simulate_latent_parameters.R
ARPobservation/R/PIRapp.R
ARPobservation/R/effect_size_estimators.R
ARPobservation/R/equilibrium_distributions.R
ARPobservation/R/simulate_behavior_stream.R
ARPobservation/R/observation_method_filters.R
ARPobservation/R/ARPobservation-package.r
ARPobservation/vignettes
ARPobservation/vignettes/Observation-algorithms.Rnw
ARPobservation/README.md
ARPobservation/MD5
ARPobservation/build
ARPobservation/build/vignette.rds
ARPobservation/DESCRIPTION
ARPobservation/man
ARPobservation/man/F_exp.Rd
ARPobservation/man/PIR_MOM.Rd
ARPobservation/man/Dunlap.Rd
ARPobservation/man/event_counting.Rd
ARPobservation/man/r_continuous_recording.Rd
ARPobservation/man/interval_recording.Rd
ARPobservation/man/Moes.Rd
ARPobservation/man/F_weib.Rd
ARPobservation/man/interim_bounds.Rd
ARPobservation/man/r_PIR.Rd
ARPobservation/man/augmented_recording.Rd
ARPobservation/man/ARPobservation.Rd
ARPobservation/man/r_WIR.Rd
ARPobservation/man/r_event_counting.Rd
ARPobservation/man/prevalence_bounds.Rd
ARPobservation/man/momentary_time_recording.Rd
ARPobservation/man/r_MTS.Rd
ARPobservation/man/F_unif.Rd
ARPobservation/man/incidence_bounds.Rd
ARPobservation/man/PIR_loglik.Rd
ARPobservation/man/eq_dist.Rd
ARPobservation/man/r_behavior_stream.Rd
ARPobservation/man/continuous_duration_recording.Rd
ARPobservation/man/F_gam.Rd
ARPobservation/man/logRespRatio.Rd
ARPobservation/man/F_gam_mix.Rd
ARPobservation/man/F_const.Rd
ARPobservation/man/reported_observations.Rd