Indices of Effect Size


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Documentation for package ‘effectsize’ version 0.8.7

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

-- A --

arr Odds Ratios, Risk Ratios and Other Effect Sizes for 2-by-2 Contingency Tables
arr_to_logoddsratio Convert Between Odds Ratios, Risk Ratios and Other Metrics of Change in Probabilities
arr_to_nnt Convert Between Odds Ratios, Risk Ratios and Other Metrics of Change in Probabilities
arr_to_oddsratio Convert Between Odds Ratios, Risk Ratios and Other Metrics of Change in Probabilities
arr_to_riskratio Convert Between Odds Ratios, Risk Ratios and Other Metrics of Change in Probabilities

-- C --

chisq_to_cohens_w Convert chi^2 to phi and Other Correlation-like Effect Sizes
chisq_to_cramers_v Convert chi^2 to phi and Other Correlation-like Effect Sizes
chisq_to_fei Convert chi^2 to phi and Other Correlation-like Effect Sizes
chisq_to_normalized Deprecated / Defunct Functions
chisq_to_pearsons_c Convert chi^2 to phi and Other Correlation-like Effect Sizes
chisq_to_phi Convert chi^2 to phi and Other Correlation-like Effect Sizes
chisq_to_tschuprows_t Convert chi^2 to phi and Other Correlation-like Effect Sizes
cles Cohen's _U_s and Other Common Language Effect Sizes (CLES)
cliffs_delta Dominance Effect Sizes for Rank Based Differences
cohens_d Cohen's _d_ and Other Standardized Differences
cohens_f eta^2 and Other Effect Size for ANOVA
cohens_f_squared eta^2 and Other Effect Size for ANOVA
cohens_g Effect Size for Paired Contingency Tables
cohens_h Odds Ratios, Risk Ratios and Other Effect Sizes for 2-by-2 Contingency Tables
cohens_u1 Cohen's _U_s and Other Common Language Effect Sizes (CLES)
cohens_u2 Cohen's _U_s and Other Common Language Effect Sizes (CLES)
cohens_u3 Cohen's _U_s and Other Common Language Effect Sizes (CLES)
cohens_w phi and Other Contingency Tables Correlations
common_language Deprecated / Defunct Functions
convert_d_to_common_language Deprecated / Defunct Functions
convert_d_to_oddsratio Deprecated / Defunct Functions
convert_d_to_r Deprecated / Defunct Functions
convert_oddsratio_to_d Deprecated / Defunct Functions
convert_oddsratio_to_r Deprecated / Defunct Functions
convert_odds_to_probs Deprecated / Defunct Functions
convert_probs_to_odds Deprecated / Defunct Functions
convert_rb_to_common_language Deprecated / Defunct Functions
convert_r_to_d Deprecated / Defunct Functions
convert_r_to_oddsratio Deprecated / Defunct Functions
cov_pooled Pooled Indices of (Co)Deviation
cramers_v phi and Other Contingency Tables Correlations
c_to_w Convert Between Effect Sizes for Contingency Tables Correlations

-- D --

diff_to_cles Convert Standardized Differences to Common Language Effect Sizes
d_to_cles Convert Standardized Differences to Common Language Effect Sizes
d_to_common_language Deprecated / Defunct Functions
d_to_logoddsratio Convert Between _d_, _r_, and Odds Ratio
d_to_oddsratio Convert Between _d_, _r_, and Odds Ratio
d_to_overlap Convert Standardized Differences to Common Language Effect Sizes
d_to_p_superiority Convert Standardized Differences to Common Language Effect Sizes
d_to_r Convert Between _d_, _r_, and Odds Ratio
d_to_u1 Convert Standardized Differences to Common Language Effect Sizes
d_to_u2 Convert Standardized Differences to Common Language Effect Sizes
d_to_u3 Convert Standardized Differences to Common Language Effect Sizes

-- E --

effectsize Effect Sizes
effectsize.aov Effect Sizes
effectsize.BFBayesFactor Effect Sizes
effectsize.htest Effect Sizes
effectsize_API 'effectsize' API
effectsize_CIs Confidence (Compatibility) Intervals
effectsize_deprecated Deprecated / Defunct Functions
effectsize_options 'effectsize' options
epsilon_squared eta^2 and Other Effect Size for ANOVA
equivalence_test.effectsize_table Test Effect Size for Practical Equivalence to the Null
eta2_to_f Convert Between ANOVA Effect Sizes
eta2_to_f2 Convert Between ANOVA Effect Sizes
eta_squared eta^2 and Other Effect Size for ANOVA
eta_squared_posterior eta^2 and Other Effect Size for ANOVA

-- F --

f2_to_eta2 Convert Between ANOVA Effect Sizes
fei phi and Other Contingency Tables Correlations
fei_to_w Convert Between Effect Sizes for Contingency Tables Correlations
food_class Classification of Foods
format.effectsize_table Methods for '{effectsize}' Tables
format_standardize Format a Standardized Vector
F_to_d Convert _t_, _z_, and _F_ to Cohen's _d_ or *partial*-_r_
F_to_epsilon2 Convert _F_ and _t_ Statistics to *partial*-eta^2 and Other ANOVA Effect Sizes
F_to_eta2 Convert _F_ and _t_ Statistics to *partial*-eta^2 and Other ANOVA Effect Sizes
f_to_eta2 Convert Between ANOVA Effect Sizes
F_to_eta2_adj Convert _F_ and _t_ Statistics to *partial*-eta^2 and Other ANOVA Effect Sizes
F_to_f Convert _F_ and _t_ Statistics to *partial*-eta^2 and Other ANOVA Effect Sizes
F_to_f2 Convert _F_ and _t_ Statistics to *partial*-eta^2 and Other ANOVA Effect Sizes
F_to_omega2 Convert _F_ and _t_ Statistics to *partial*-eta^2 and Other ANOVA Effect Sizes
F_to_r Convert _t_, _z_, and _F_ to Cohen's _d_ or *partial*-_r_

-- G --

get_effectsize_label Checks for a Valid Effect Size Name
get_effectsize_name Checks for a Valid Effect Size Name
glass_delta Cohen's _d_ and Other Standardized Differences

-- H --

hardlyworking Workers' Salary and Other Information
hedges_g Cohen's _d_ and Other Standardized Differences

-- I --

interpret Generic Function for Interpretation
interpret.effectsize_table Generic Function for Interpretation
interpret.lavaan Interpret of CFA / SEM Indices of Goodness of Fit
interpret.numeric Generic Function for Interpretation
interpret.performance_lavaan Interpret of CFA / SEM Indices of Goodness of Fit
interpret_agfi Interpret of CFA / SEM Indices of Goodness of Fit
interpret_bf Interpret Bayes Factor (BF)
interpret_cfi Interpret of CFA / SEM Indices of Goodness of Fit
interpret_cohens_d Interpret Standardized Differences
interpret_cohens_g Interpret Cohen's _g_
interpret_cramers_v Interpret Correlation Coefficient
interpret_d Deprecated / Defunct Functions
interpret_delta Deprecated / Defunct Functions
interpret_direction Interpret Direction
interpret_epsilon_squared Interpret ANOVA Effect Sizes
interpret_ess Interpret Bayesian Diagnostic Indices
interpret_eta_squared Interpret ANOVA Effect Sizes
interpret_fei Interpret Correlation Coefficient
interpret_g Deprecated / Defunct Functions
interpret_gfi Interpret of CFA / SEM Indices of Goodness of Fit
interpret_glass_delta Interpret Standardized Differences
interpret_hedges_g Interpret Standardized Differences
interpret_icc Interpret Intraclass Correlation Coefficient (ICC)
interpret_ifi Interpret of CFA / SEM Indices of Goodness of Fit
interpret_kendalls_w Interpret Kendall's Coefficient of Concordance _W_
interpret_nfi Interpret of CFA / SEM Indices of Goodness of Fit
interpret_nnfi Interpret of CFA / SEM Indices of Goodness of Fit
interpret_oddsratio Interpret Odds Ratio
interpret_omega_squared Interpret ANOVA Effect Sizes
interpret_p Interpret _p_-Values
interpret_parameters Deprecated / Defunct Functions
interpret_pd Interpret Probability of Direction (pd)
interpret_phi Interpret Correlation Coefficient
interpret_pnfi Interpret of CFA / SEM Indices of Goodness of Fit
interpret_r Interpret Correlation Coefficient
interpret_r2 Interpret Coefficient of Determination (R^2)
interpret_r2_semipartial Interpret ANOVA Effect Sizes
interpret_rank_biserial Interpret Correlation Coefficient
interpret_rfi Interpret of CFA / SEM Indices of Goodness of Fit
interpret_rhat Interpret Bayesian Diagnostic Indices
interpret_rmsea Interpret of CFA / SEM Indices of Goodness of Fit
interpret_rope Interpret Bayesian Posterior Percentage in ROPE.
interpret_srmr Interpret of CFA / SEM Indices of Goodness of Fit
interpret_vif Interpret the Variance Inflation Factor (VIF)
is.rules Create an Interpretation Grid
is_effectsize_name Checks for a Valid Effect Size Name

-- K --

kendalls_w Effect Size for Rank Based ANOVA

-- L --

logoddsratio_to_arr Convert Between Odds Ratios, Risk Ratios and Other Metrics of Change in Probabilities
logoddsratio_to_d Convert Between _d_, _r_, and Odds Ratio
logoddsratio_to_nnt Convert Between Odds Ratios, Risk Ratios and Other Metrics of Change in Probabilities
logoddsratio_to_r Convert Between _d_, _r_, and Odds Ratio
logoddsratio_to_riskratio Convert Between Odds Ratios, Risk Ratios and Other Metrics of Change in Probabilities

-- M --

mad_pooled Pooled Indices of (Co)Deviation
mahalanobis_d Mahalanobis' _D_ (a multivariate Cohen's _d_)
means_ratio Ratio of Means
Music_preferences Music Preference by College Major
Music_preferences2 Music Preference by College Major

-- N --

nnt Odds Ratios, Risk Ratios and Other Effect Sizes for 2-by-2 Contingency Tables
nnt_to_arr Convert Between Odds Ratios, Risk Ratios and Other Metrics of Change in Probabilities
nnt_to_logoddsratio Convert Between Odds Ratios, Risk Ratios and Other Metrics of Change in Probabilities
nnt_to_oddsratio Convert Between Odds Ratios, Risk Ratios and Other Metrics of Change in Probabilities
nnt_to_riskratio Convert Between Odds Ratios, Risk Ratios and Other Metrics of Change in Probabilities
normalized_chi Deprecated / Defunct Functions

-- O --

oddsratio Odds Ratios, Risk Ratios and Other Effect Sizes for 2-by-2 Contingency Tables
oddsratio_to_arr Convert Between Odds Ratios, Risk Ratios and Other Metrics of Change in Probabilities
oddsratio_to_d Convert Between _d_, _r_, and Odds Ratio
oddsratio_to_nnt Convert Between Odds Ratios, Risk Ratios and Other Metrics of Change in Probabilities
oddsratio_to_r Convert Between _d_, _r_, and Odds Ratio
oddsratio_to_riskratio Convert Between Odds Ratios, Risk Ratios and Other Metrics of Change in Probabilities
odds_to_probs Convert Between Odds and Probabilities
odds_to_probs.data.frame Convert Between Odds and Probabilities
omega_squared eta^2 and Other Effect Size for ANOVA

-- P --

pearsons_c phi and Other Contingency Tables Correlations
phi phi and Other Contingency Tables Correlations
phi_to_chisq Convert chi^2 to phi and Other Correlation-like Effect Sizes
plot.effectsize_table Methods for '{effectsize}' Tables
print.effectsize_difference Methods for '{effectsize}' Tables
print.effectsize_table Methods for '{effectsize}' Tables
print_html.effectsize_table Methods for '{effectsize}' Tables
print_md.effectsize_table Methods for '{effectsize}' Tables
probs_to_odds Convert Between Odds and Probabilities
probs_to_odds.data.frame Convert Between Odds and Probabilities
p_overlap Cohen's _U_s and Other Common Language Effect Sizes (CLES)
p_superiority Cohen's _U_s and Other Common Language Effect Sizes (CLES)

-- R --

r2_delta Semi-Partial (Part) Correlation Squared (Delta R^2)
r2_part Semi-Partial (Part) Correlation Squared (Delta R^2)
r2_semipartial Semi-Partial (Part) Correlation Squared (Delta R^2)
rank_biserial Dominance Effect Sizes for Rank Based Differences
rank_epsilon_squared Effect Size for Rank Based ANOVA
rank_eta_squared Effect Size for Rank Based ANOVA
rb_to_cles Convert Standardized Differences to Common Language Effect Sizes
rb_to_common_language Deprecated / Defunct Functions
rb_to_p_superiority Convert Standardized Differences to Common Language Effect Sizes
rb_to_vda Convert Standardized Differences to Common Language Effect Sizes
rb_to_wmw_odds Convert Standardized Differences to Common Language Effect Sizes
RCT_table Fictional Results from a Workers' Randomized Control Trial
repeated_measures_d Standardized Mean Differences for Repeated Measures
riskratio Odds Ratios, Risk Ratios and Other Effect Sizes for 2-by-2 Contingency Tables
riskratio_to_arr Convert Between Odds Ratios, Risk Ratios and Other Metrics of Change in Probabilities
riskratio_to_logoddsratio Convert Between Odds Ratios, Risk Ratios and Other Metrics of Change in Probabilities
riskratio_to_nnt Convert Between Odds Ratios, Risk Ratios and Other Metrics of Change in Probabilities
riskratio_to_oddsratio Convert Between Odds Ratios, Risk Ratios and Other Metrics of Change in Probabilities
rm_d Standardized Mean Differences for Repeated Measures
rouder2016 Jeff Rouder's Example Dataset for Repeated Measures
rules Create an Interpretation Grid
r_to_d Convert Between _d_, _r_, and Odds Ratio
r_to_logoddsratio Convert Between _d_, _r_, and Odds Ratio
r_to_oddsratio Convert Between _d_, _r_, and Odds Ratio

-- S --

screening_test Results from 2 Screening Tests
sd_pooled Pooled Indices of (Co)Deviation
Smoking_FASD Frequency of FASD for Smoking Mothers

-- T --

tschuprows_t phi and Other Contingency Tables Correlations
t_to_d Convert _t_, _z_, and _F_ to Cohen's _d_ or *partial*-_r_
t_to_epsilon2 Convert _F_ and _t_ Statistics to *partial*-eta^2 and Other ANOVA Effect Sizes
t_to_eta2 Convert _F_ and _t_ Statistics to *partial*-eta^2 and Other ANOVA Effect Sizes
t_to_eta2_adj Convert _F_ and _t_ Statistics to *partial*-eta^2 and Other ANOVA Effect Sizes
t_to_f Convert _F_ and _t_ Statistics to *partial*-eta^2 and Other ANOVA Effect Sizes
t_to_f2 Convert _F_ and _t_ Statistics to *partial*-eta^2 and Other ANOVA Effect Sizes
t_to_omega2 Convert _F_ and _t_ Statistics to *partial*-eta^2 and Other ANOVA Effect Sizes
t_to_r Convert _t_, _z_, and _F_ to Cohen's _d_ or *partial*-_r_
t_to_v Convert Between Effect Sizes for Contingency Tables Correlations
t_to_w Convert Between Effect Sizes for Contingency Tables Correlations

-- V --

vd_a Cohen's _U_s and Other Common Language Effect Sizes (CLES)
v_to_t Convert Between Effect Sizes for Contingency Tables Correlations
v_to_w Convert Between Effect Sizes for Contingency Tables Correlations

-- W --

wmw_odds Cohen's _U_s and Other Common Language Effect Sizes (CLES)
w_to_c Convert Between Effect Sizes for Contingency Tables Correlations
w_to_fei Convert Between Effect Sizes for Contingency Tables Correlations
w_to_t Convert Between Effect Sizes for Contingency Tables Correlations
w_to_v Convert Between Effect Sizes for Contingency Tables Correlations

-- Z --

z_to_d Convert _t_, _z_, and _F_ to Cohen's _d_ or *partial*-_r_
z_to_r Convert _t_, _z_, and _F_ to Cohen's _d_ or *partial*-_r_

-- misc --

.es_aov_simple 'effectsize' API
.es_aov_strata 'effectsize' API
.es_aov_table 'effectsize' API