A Toolkit for Behavioral Scientists

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Documentation for package ‘kim’ version 0.5.212

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A B C D E F G H I K L M N O P Q R S T U V W Z

-- A --

akaike_weights Akaike Weights

-- B --

barplot_for_counts Barplot for counts
bracket Draw a bracket on a ggplot

-- C --

capitalize Capitalize a substring
change_var_names Change variable names in a data set
check_modes Check modes of objects
check_req_pkg Check for required packages
chi_squared_test Chi-squared test
chi_squared_test_pairwise Chi-squared test, pairwise
clean_data_from_qualtrics Clean data from Qualtrics
coefficent_of_variation Coefficient of variation
cohen_d Calculate Cohen's d and its confidence interval using the package 'psych'
cohen_d_borenstein Calculate Cohen's d as illustrated by Borenstein et al. (2009, ISBN: 978-0-470-05724-7)
cohen_d_from_cohen_textbook Cohen's d from Jacob Cohen's textbook (1988)
cohen_d_over_n Cohen's d as a function of sample size
cohen_d_torchiano Calculate Cohen's d and its confidence interval using the package 'effsize'
cohen_d_to_r Convert Cohen's d to r
combine_data_across_cols Combine data across columns
comma_sep_string_to_numbers Convert a comma-separated string of numbers
compare_datasets Compare data sets
compare_dependent_rs Compare dependent correlations
compare_effect_sizes Compare effect sizes
compare_groups Compare groups
compare_independent_rs Compare independent correlations
contingency_table Contingency table
convert_cols_to_numeric Convert columns to numeric
convert_to_excel_formula Convert character to Excel formula
correlation_matrix correlation matrix
cum_percent_plot Cumulative percentage plot

-- D --

desc_stats Descriptive statistics
desc_stats_by_group Descriptive statistics by group
detach_user_installed_pkgs Detach all user-installed packages
duplicated_values Duplicated values in a vector

-- E --

exit_from_parent_function Exit from a Parent Function

-- F --

find_duplicates Find duplicated values in a vector
fisher_z_transform Fisher's Z transformation
floodlight_2_by_continuous Floodlight 2 by Continuous
forest_plot Forest plot

-- G --

geomean Geometric mean
ggsave_quick ggsave quick

-- H --

histogram Histogram
histogram_by_group Histogram by group
histogram_deprecated_1 Histogram
histogram_from_hist Histogram from hist function
histogram_w_outlier_bins Histogram with outlier bins

-- I --

identical_all Check whether all inputs are identical
id_across_datasets ID across datasets
install_all_dependencies Install all dependencies for all functions

-- K --

kurtosis Kurtosis

-- L --

logistic_regression Logistic regression
logistic_regression_table Logistic regression table
logistic_reg_w_interaction Logistic regression with an interaction term
loglinear_analysis Loglinear analysis
log_odds_ratio Log odds ratio
log_odds_ratio_to_d Convert log odds ratio to Cohen's d

-- M --

mad_remove_outliers Remove outliers using the MAD method
mann_whitney Mann-Whitney U Test (Also called Wilcoxon Rank-Sum Test)
matrix_prep_dt Prepare a two-column data.table that will be used to fill values in a matrix
mediation_analysis Mediation analysis
merge_data_tables Merge data tables
merge_data_table_list Merge a list of data tables
modes_of_objects Find modes of objects
multiple_regression Multiple regression

-- N --

noncentrality_parameter Find noncentrality parameter

-- O --

odds_ratio Odds ratio
order_rows_specifically_in_dt Order rows specifically in a data table
outlier Outlier
overlapping_interval Find the overlapping interval of two ranges.

-- P --

p0 Paste0
parallel_analysis Parallel analysis
percentile_rank Percentile rank
pivot_table Pivot Table
plot_group_means Plot group means
pm Paste for message
population_variance Population variance of a vector
prep Prepare package(s) for use
pretty_round_p_value Pretty round p-value
pretty_round_r Pretty round r
print_loop_progress print loop progress
proportion_of_values_in_vector Proportion of given values in a vector

-- Q --

q_stat_test_homo_r Q statistic for testing homogeneity of correlations

-- R --

read_csv Read a csv file
read_sole_csv Read the sole csv file in the working directory
regex_match Regular expression matches
rel_pos_of_value_in_vector Find relative position of a value in a vector
rel_value_of_pos_in_vector Find relative value of a position in a vector
remove_from_vector Remove from a vector
remove_user_installed_pkgs Remove all user installed packages
repeated_measures_anova Repeated-Measures ANVOA
replace_values_in_dt Replace values in a data table
robust_regression Robust regression (bootstrapped regression)
round_flexibly Round flexibly

-- S --

scatterplot Scatterplot
score_scale_items Score scale items
setup_r_env Set up R environment
setwd_to_active_doc Set working directory to active document in RStudio
se_of_mean Standard error of the mean
simple_effects_analysis Simple Effects Analysis
skewness Skewness
spotlight_2_by_continuous Spotlight 2 by Continuous
standardize Standardize
standardized_regression Standardized Regression
start_kim Start kim
su su: Sorted unique values

-- T --

tabulate_vector Tabulate vector
tau_squared Tau-squared (between-studies variance for meta analysis)
theme_kim Theme Kim
top_median_or_bottom Top, median, or bottom
tv Tabulate vector
two_way_anova Two-way ANOVA
t_test_pairwise t test, pairwise

-- U --

und Undocumented functions
unload_user_installed_pkgs Unload all user-installed packages
update_kim Update the package 'kim'

-- V --

var_of_log_odds_ratio_to_var_of_d Convert variance of log odds ratio to variance of d
vlookup Vlookup

-- W --

weighted_mean_effect_size Estimate the mean effect size in a meta analysis
weighted_mean_r Weighted mean correlation
weighted_z Weighted z
wilcoxon_rank_sum_test Wilcoxon Rank-Sum Test (Also called the Mann-Whitney U Test)
write_csv Write to a csv file

-- Z --

z_score z score
z_to_r_transform Z to r transformation (Inverse of Fisher's Z transformation)