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Merge pull request #39 from egouldo/respond-reviews
Address major reviewer changes
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_freeze/renv/library/R-4.4/aarch64-apple-darwin20/ManyEcoEvo/CITATION
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citHeader("To cite ManyEcoEvo in publications use:") | ||
|
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bibentry( | ||
bibtype = "Article", | ||
title = "ManyEcoEvo: Meta-analyse data from ManyAnalyst style studies", | ||
author = c(person(given = "Elliot", | ||
family = "Gould", | ||
email = "[email protected]", | ||
role = c("aut", "cre"), | ||
comment = c(ORCID = "https://orcid.org/0000-0002-6585-538X")), | ||
person(given = "Hannah S.", | ||
family = "Fraser", | ||
role = "aut", | ||
comment = c(ORCID = "https://orcid.org/0000-0003-2443-4463")), | ||
person(given = "Shinichi", | ||
family = "Nakagawa", | ||
role = "aut", | ||
comment = c(ORCID = "https://orcid.org/0000-0002-7765-5182")), | ||
person(given = "Timothy H.", | ||
family = "Parker", | ||
role = "aut", | ||
comment = c(ORCID = "https://orcid.org/0000-0003-2995-5284")) | ||
), | ||
journal = "TBC", | ||
year = "2023", | ||
#note = "R package version 1.3-4", | ||
#url = "https://CRAN.R-project.org/package=boot", | ||
#key = "boot-package" | ||
) |
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_freeze/renv/library/R-4.4/aarch64-apple-darwin20/ManyEcoEvo/DESCRIPTION
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Package: ManyEcoEvo | ||
Title: Meta-analyse data from 'Many-Analysts' style studies | ||
Version: 1.5.0.9000 | ||
Authors@R: c(person(given = "Elliot", family = "Gould", email = "[email protected]", role = c("aut", "cre"), comment = c(ORCID = "https://orcid.org/0000-0002-6585-538X")), person(given = "Hannah S.", family = "Fraser", role = "aut", comment = c(ORCID = "https://orcid.org/0000-0003-2443-4463")), person(given = "Shinichi", family = "Nakagawa", role = "aut", comment = c(ORCID = "https://orcid.org/0000-0002-7765-5182")), person(given = "Timothy H.", family = "Parker", role = "aut", comment = c(ORCID = "https://orcid.org/0000-0003-2995-5284")) ) | ||
Description: The ManyEcoEvo package provides a set of functions for aiding data cleaning, preparation and conducting analysis for multi-analyst style studies. It also contains datasets from the ManyEcoEvo project for reproducing the ManyEcoEvo analysis. | ||
License: GPL (>= 3) | ||
Depends: R (>= 2.10) | ||
Imports: betapart, dplyr, tidyselect, pointblank, tibble, cli, data.table, | ||
forcats, fs, glue, here, lme4, metafor, naniar, magrittr, tidyr, rlang, | ||
purrr, tidyselect, | ||
Suggests: targets, broom.mixed, metaviz, ggeffects, parameters, performance, | ||
parsnip, workflows, timetk, recipes, sae, pracma, progress, knitr, | ||
rmarkdown | ||
Encoding: UTF-8 | ||
LazyData: true | ||
Roxygen: list(markdown = TRUE) | ||
RoxygenNote: 7.3.1 | ||
URL: https://github.com/egouldo/ManyEcoEvo, | ||
https://egouldo.github.io/ManyEcoEvo/ | ||
BugReports: https://github.com/egouldo/ManyEcoEvo/issues | ||
VignetteBuilder: knitr | ||
Author: Elliot Gould [aut, cre] (<https://orcid.org/0000-0002-6585-538X>), Hannah S. Fraser [aut] (<https://orcid.org/0000-0003-2443-4463>), Shinichi Nakagawa [aut] (<https://orcid.org/0000-0002-7765-5182>), Timothy H. Parker [aut] (<https://orcid.org/0000-0003-2995-5284>) | ||
Maintainer: Elliot Gould <[email protected]> | ||
Built: R 4.4.0; ; 2024-06-16 07:39:45 UTC; unix | ||
RemoteType: local | ||
RemoteUrl: ~/Documents/GitHub/ManyEcoEvo_1.5.0.9000.tgz | ||
Remotes: daniel1noble/orchaRd, NightingaleHealth/ggforestplot |
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_freeze/renv/library/R-4.4/aarch64-apple-darwin20/ManyEcoEvo/INDEX
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Z_VZ_preds Calculate Z and VZ of out-of-sample predictions | ||
anonymise_teams Anonymise ManyEcoEvo Data | ||
apply_VZ_exclusions Apply VZ exclusion to a data-frame containing | ||
list-columns of yi subsets | ||
apply_sorensen_calc Applies the sorensen diversity index | ||
calculation to variable diversity dataset | ||
apportion_heterogeneity_ml | ||
Apportion heterogeneity of a multi-level | ||
meta-analytic model | ||
assign_transformation_type | ||
Assign back-transformation type to be applied | ||
to analysis point-estimates | ||
augment_prediction_data | ||
Augment analyst out-of-sample prediction data | ||
according to the outcome of pointblank | ||
interrogation | ||
back_transform_response_vars_yi | ||
Back Transform Response Variables - yi | ||
box_cox_transform Box-cox transform absolute deviation from the | ||
meta-analytic mean scores | ||
calc_I2_ml Calculate I2 for a multilevel meta-analytic | ||
model | ||
calculate_deviation_score | ||
Calculate deviation from meta-analytic mean | ||
calculate_sorensen_diversity_index | ||
Calculate mean sorensen diversity index values | ||
for an analyst dataset | ||
capwords Capitalise Words | ||
clean_response_transformation | ||
Clean response transformation variable | ||
compare_ml_MA Compare two fitted multi-level models | ||
compute_MA_inputs Compute meta-analysis inputs for a | ||
nested-dataframe containing different | ||
datasets/subsets of analyst data | ||
compute_metaanalysis_inputs | ||
Compute all metaanalysis inputs for different | ||
types of estimates | ||
conversion Conditionally apply back-transformation | ||
conversion_2 Conditionally apply back-transformation | ||
convert_predictions Convert Predictions | ||
count_analyses_variables_used | ||
Count number of analyses each variable is used | ||
count_binary_coded_features | ||
Summarise binary coded features of analyses | ||
count_teams_analyses Summarise number of analyst teams and total | ||
analyses per dataset | ||
cube_back Back transform beta estimates for models with | ||
$x^3$-link | ||
divide_back Back transform beta estimates or out-of-sample | ||
predictions from models whose response variable | ||
has been divided by some number | ||
est_to_zr Convert estimate to Zr | ||
exclude_extreme_VZ Exclude extreme values of VZ from a dataframe | ||
of standardised predictions | ||
fit_boxcox_ratings_cat | ||
Fit model of boxcox deviation scores as | ||
function of continuous ratings | ||
fit_boxcox_ratings_cont | ||
Fit model of boxcox deviation scores as | ||
function of continuous ratings | ||
fit_boxcox_ratings_ord | ||
Fit model of boxcox deviation scores as | ||
function of continuous ratings | ||
fit_metafor_mv Fit Multivariate Metaregression using metafoR | ||
fit_metafor_mv_reduced | ||
Fit reduced multivariate metaregression model | ||
fit_metafor_uni Fit univariate meta-analysis with metafor | ||
fit_sorensen_glm Fit univariate glm of deviation scores on | ||
sorensen diversity index | ||
fit_uni_mixed_effects Fit univariate glm of deviation scores on | ||
random effects inclusion | ||
generate_collinearity_subset | ||
Generate Collinearity Data Subset | ||
generate_exclusion_subsets | ||
Generate subsets of analyst data based on | ||
different exclusion criteria | ||
generate_expertise_subsets | ||
Generate Expertise Data Subsets | ||
generate_outlier_subsets | ||
Generate Outlier Subsets for ManyEcoEvo | ||
datasets | ||
generate_rating_subsets | ||
Generate subsets of ManyEcoEvo Data based on | ||
Peer Review Ratings | ||
generate_yi_subsets Generate subsets of out-of-sample predictions | ||
data by 'estimate_type' for multiple analysis | ||
datasets. | ||
get_MA_fit_stats Extract meta-analytic statistics like I^2, etc. | ||
get_diversity_data Get Diversity Data | ||
gg_forest Forestplot with ggplot2 | ||
i2_ml i2_ml | ||
identity_back Back transform beta estimates for models with | ||
identity-link | ||
inverse_back Back transform beta estimates for models with | ||
$1/x$ link | ||
log_back Back transform beta estimates for models with | ||
log-link | ||
log_transform log transform response-scale yi estimates | ||
logit_back Back transform beta estimates for models with | ||
logit-link | ||
make_param_table Make paramater table | ||
make_viz Make visualisations wrapper function | ||
meta_analyse_datasets Meta-analyses multiple datasets or subsets of | ||
datasets of analyst data | ||
named_group_split Split data frame by groups and name elements | ||
plot_cont_rating_effects | ||
Plot Marginal Effects for Numeric Rating Model | ||
plot_effects_diversity | ||
Marginal Effects Plot of Diversity Index Model | ||
plot_model_means_box_cox_cat | ||
plot_model_means_box_cox_cat | ||
plot_model_means_orchard | ||
plot_model_means_orchard | ||
power_back Back transform beta estimates for models with | ||
power-link | ||
pred_to_Z Standardize Out-Of-Sample Predictions | ||
prepare_ManyEcoEvo Prepare ManyEcoEvo raw dataset | ||
prepare_ManyEcoEvo_yi Prepare ManyEcoEvo raw dataset for | ||
out-of-sample predictions | ||
prepare_diversity_raw Prepare diversity index data | ||
prepare_response_variables | ||
Prepare response variable data for nested | ||
ManyEcoEvo dataset | ||
prepare_response_variables_yi | ||
Prepare response variable data for nested | ||
ManyEcoEvo dataset - out of sample predictions | ||
only | ||
prepare_review_data Prepare peer-review data from Qualtrics | ||
preprocess_prediction_files | ||
Preprocess Prediction Files | ||
preprocess_updated_prediction_files | ||
Performs QA on re-submitted out-of-sample | ||
prediction files | ||
probit_back Back transform beta estimates for models with | ||
probit-link | ||
read_submission_data Read out-of-sample-prediction analyst | ||
submission data | ||
rm_inf_na Removes infinite and NA values from a dataframe | ||
of standardised effects | ||
run_model_checks Perform model checking on series of fitted | ||
models for different datasets, exclusion sets | ||
and estimate types | ||
square_back Back transform beta estimates for models with | ||
$x^2$-link | ||
square_root_back Back transform beta estimates or out-of-sample | ||
predictions from models whose response variable | ||
has been transformed by the square root | ||
standardise_response Standardise Response Variable | ||
subset_fns_Zr Subsetting Functions for Zr analysis | ||
subset_fns_yi Subsetting Functions for yi analysis | ||
summarise_analyses_by_reviewer | ||
Summarise analyses reviewed by reviewer | ||
summarise_analysis_types | ||
Summarise Analysis Types | ||
summarise_conclusions Summarise counts of qualitative conclusions | ||
across all datasets | ||
summarise_conclusions_data | ||
Count qualitative conclusions across all | ||
analyses for each dataset | ||
summarise_model_composition | ||
Summarise Model Composition | ||
summarise_model_composition_data | ||
Summarise model composition for a single | ||
dataframe of out of sample predictions or out | ||
or effect sizes | ||
summarise_reviews Summarise Peer-Reviews | ||
summarise_reviews_per_analysis | ||
Summarise reviews per each analysis | ||
summarise_sorensen_index | ||
Summarise Mean Sorensen's Index Estimates | ||
summarise_sorensen_index_data | ||
Summarise Sorensen's Mean Index Estimates for a | ||
dataframe | ||
summarise_variable_counts | ||
Summarise variable usage across analyses | ||
validate_predictions Validate predictions conditioned on dataset | ||
validate_predictions_df_blue_tit | ||
Validate out of sample predictions for blue tit | ||
dataset with pointblank package | ||
validate_predictions_df_euc | ||
Validate out of sample predictions for | ||
eucalytpus dataset with pointblank package |
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