In karacitir/reproducerTaskGra: Reproduce Task Description Granularity Study Results

knitr::opts_chunk$set(
collapse = TRUE,
comment = "#>",
fig.align = "center"
)

library(reproducerTaskGra)

Participant Demographics

reproduce_barplot_participants()

Statistical Data Analysis

Functional Correctness

Descriptive statistics

knitr::kable(reproduce_descriptive_stats_CORRECTNESS())

Plots

reproduce_violin_plot_CORRECTNESS()

reproduce_boxplot_CORRECTNESS()

Linear Mixed-effects Model

reproduce_lmm_CORRECTNESS()
knitr::kable(reproduce_estimates_CORRECTNESS(), caption = "Estimates of fixed effects for CORRECTNESS")

Hypothesis Tests

knitr::kable(reproduce_hypothesis_testing_CORRECTNESS(), caption = "Tests of fixed effects for CORRECTNESS")

Confidence Intervals

knitr::kable(reproduce_confidence_intervals_CORRECTNESS(), caption = "Confidence intervals for estimates of fixed effects for CORRECTNESS")

Effect Size

Esmated Marginal Means

knitr::kable(reproduce_emmeans_CORRECTNESS(), caption = "Estimated Marginal Means for CORRECTNESS")

Effect Size Based on Esmated Marginal Means

knitr::kable(reproduce_emeans_effect_size_CORRECTNESS(), caption = "Effect Size Based on Estimated Marginal Means")

reproduce_emmeans_profileplot_CORRECTNESS()

Assessment of Model Validity and Fit

Model Fit

knitr::kable(reproduce_model_fit_statistics_CORRECTNESS(), caption = "Model fit statistics for CORRECTNESS")

Comparison of Alternative Models

Functional Completeness

Descriptive statistics

knitr::kable(reproduce_descriptive_stats_COMPLETENESS())

Plots

reproduce_violin_plot_COMPLETENESS()

reproduce_boxplot_COMPLETENESS()

Linear Mixed-effects Model

reproduce_lmm_COMPLETENESS()
knitr::kable(reproduce_estimates_COMPLETENESS(), caption = "Estimates of fixed effects for COMPLETENESS")

Hypothesis Tests

knitr::kable(reproduce_hypothesis_testing_COMPLETENESS(), caption = "Tests of fixed effects for COMPLETENESS")

Confidence Intervals

knitr::kable(reproduce_confidence_intervals_COMPLETENESS(), caption = "Confidence intervals for estimates of fixed effects for COMPLETENESS")

Effect Size

Esmated Marginal Means

knitr::kable(reproduce_emmeans_COMPLETENESS(), caption = "Estimated Marginal Means for COMPLETENESS")

Effect Size Based on Esmated Marginal Means

knitr::kable(reproduce_emeans_effect_size_COMPLETENESS(), caption = "Effect Size Based on Estimated Marginal Means")

reproduce_emmeans_profileplot_COMPLETENESS()

Assessment of Model Validity and Fit

Model Fit

knitr::kable(reproduce_model_fit_statistics_COMPLETENESS(), caption = "Model fit statistics for COMPLETENESS")

Comparison of Alternative Models

(Project Website)

karacitir/reproducerTaskGra documentation built on May 6, 2019, 4:32 p.m.