Behavioral Scientists' Analysis Toolkit


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Documentation for package ‘kim’ version 0.4.21

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barplot_for_counts Barplot for counts
capitalize Capitalize a substring
change_var_names Change variable names in a data set
check_req_pkg Check for required packages
chi_squared_test_pairwise Chi-squared test, pairwise
clean_data_from_qualtrics Clean data from Qualtrics
coefficent_of_variation Coefficient of variation
cohen_d Cohen's d with confidence interval
cohen_d_from_cohen_textbook Cohen's d from Jacob Cohen's textbook (1988)
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_groups Compare groups
correlation_matrix correlation matrix
cum_percent_plot Cumulative percentage plot
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
exit_from_parent_function Exit from a Parent Function
find_duplicates Find duplicated values in a vector
fisher_z_transform Fisher's Z transformation
floodlight_2_by_continuous Floodlight 2 by Continuous
ggsave_quick ggsave quick
histogram Histogram
histogram_by_group Histogram by group
histogram_w_outlier_bins Histogram with outlier bins
id_across_datasets ID across datasets
install_all_dependencies Install all dependencies for all functions
kurtosis Kurtosis
logistic_regression Logistic regression
logistic_regression_table Logistic regression table
logistic_reg_w_interaction Logistic regression with an interaction term
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
multiple_regression Multiple regression
order_rows_specifically_in_dt Order rows specifically in a data table
outlier Outlier
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_stat_test_homo_r Q statistic for testing homogeneity of correlations
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
replace_values_in_dt Replace values in a data table
robust_regression Robust regression (bootstrapped regression)
round_flexibly Round flexibly
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
skewness Skewness
start_kim Start kim
su su: Sorted unique values
tabulate_vector Tabulate vector
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
unload_user_installed_pkgs Unload all user-installed packages
update_kim Update the package 'kim'
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_to_r_transform Z to r transformation (Inverse of Fisher's Z transformation)