---
config:
look: handDrawn
theme: neutral
flowchart:
diagramPadding: 80
---
graph LR
_DV{"#DV"}
_DV_One_DV_br_type{"DV<br>type"}
_DV_One_DV_br_type_Continuous_IV{"#IV"}
_DV_One_DV_br_type_Continuous_IV_One_IV_br_type{"IV<br>type"}
_DV_One_DV_br_type_Continuous_IV_One_IV_br_type_Categorical_IV_br_cat{"IV<br>cat"}
_DV_One_DV_br_type_Continuous_IV_One_IV_br_type_Categorical_IV_br_cat_Two_Samp{"Samp"}
_DV_One_DV_br_type_Continuous_IV_One_IV_br_type_Categorical_IV_br_cat_More_than_two_Samp{"Samp"}
_DV_One_DV_br_type_Continuous_IV_Two_or_more_IV_br_type{"IV<br>type"}
_DV_One_DV_br_type_Continuous_IV_Two_or_more_IV_br_type_Categorical_Samp{"Samp"}
_DV_One_DV_br_type_Dichotomy_IV{"#IV"}
_DV_One_DV_br_type_Dichotomy_IV_One_IV_br_type{"IV<br>type"}
_DV_One_DV_br_type_Categorical_IV{"#IV"}
_DV_One_DV_br_type_Categorical_IV_One_IV_br_type{"IV<br>type"}
_DV_One_DV_br_type_Categorical_IV_One_IV_br_type_Categorical_Samp{"Samp"}
_DV_One_DV_br_type_Categorical_IV_Two_or_more_IV_br_type{"IV<br>type"}
_DV_One_DV_br_type_Categorical_IV_Two_or_more_IV_br_type_Categorical_Samp{"Samp"}
_DV_One_DV_br_type_Categorical_IV_Two_or_more_IV_br_type_Both_Samp{"Samp"}
_DV_Two_or_more_DV_br_type{"DV<br>type"}
_DV_Two_or_more_DV_br_type_Continuous_IV{"#IV"}
_DV_Two_or_more_DV_br_type_Continuous_IV_One_IV_br_type{"IV<br>type"}
_DV_Two_or_more_DV_br_type_Continuous_IV_One_IV_br_type_Categorical_Samp{"Samp"}
_DV_Two_or_more_DV_br_type_Continuous_IV_Two_or_more_IV_br_type{"IV<br>type"}
_DV_Two_or_more_DV_br_type_Continuous_IV_Two_or_more_IV_br_type_Categorical_Samp{"Samp"}
subgraph parametric_tests["Parametric Tests"]
One_sample_T_test["One-sample T-test"]
Pearson_correlation_or_regression["Pearson correlation or regression"]
Paired_samples_T_test_Dependent_T_test["Paired-samples T-test (Dependent T-test)"]
Independent_T_test_or_Pointbiserial_correlation["Independent T-test or Pointbiserial correlation"]
One_way_repeated_measures_ANOVA["One-way repeated measures ANOVA"]
One_way_independent_ANOVA["One-way independent ANOVA"]
Multiple_regression["Multiple regression"]
Factorial_repeated_measures_ANOVA["Factorial repeated measures ANOVA"]
Independent_factorial_ANOVA_multiple_regression["Independent factorial ANOVA/multiple regression"]
Factorial_mixed_ANOVA["Factorial mixed ANOVA"]
Multiple_regression_ANCOVA["Multiple regression/ANCOVA"]
Binomial_test_z_test_on_proportion["Binomial test, z test on proportion"]
Fisher_exact_test["Fisher exact test"]
Crosstabs_chi_squared_test["Crosstabs chi-squared test"]
One_sample_chi_squared_test["One-sample chi-squared test"]
Logistic_regression_or_biserial_point_biserialcorrelation["Logistic regression or biserial/point biserialcorrelation"]
Pearson_chi_square_or_likelihood_ratio["Pearson chi-square or likelihood ratio"]
Logistic_regression["Logistic regression"]
Loglinear_analysis["Loglinear analysis"]
MANOVA["MANOVA"]
Factorial_MANOVA["Factorial MANOVA"]
MANCOVA["MANCOVA"]
end
subgraph nonparametric_tests["Non-Parametric Tests"]
Bootstrapped_T_test["Bootstrapped T-test"]
Bootstrap_correlation_regression_Spearman_correlation_Kendall_s_tau["Bootstrap correlation/regression, Spearman correlation, Kendall's tau"]
Bootstrapped_T_test_or_Wilcoxon_signed_rank_test["Bootstrapped T-test or Wilcoxon signed-rank test"]
Bootstrapped_T_test_or_Mann_Whitney_test["Bootstrapped T-test or Mann-Whitney test"]
Bootstrapped_ANOVA_or_Friedman_s_ANOVA["Bootstrapped ANOVA or Friedman's ANOVA"]
Robust_ANOVA_or_Kruskal_Wallis_test["Robust ANOVA or Kruskal-Wallis test"]
Bootstrapped_multiple_regression["Bootstrapped multiple regression"]
Robust_factorial_repeated_measures_ANOVA["Robust factorial repeated measures ANOVA"]
Robust_independent_factorial_ANOVA_multiple_regression["Robust independent factorial ANOVA/multiple regression"]
Robust_factorial_mixed_ANOVA["Robust factorial mixed ANOVA"]
Robust_ANCOVA_bootstrapped_regression["Robust ANCOVA/bootstrapped regression"]
end
_DV -->|"One"| _DV_One_DV_br_type
_DV_One_DV_br_type -->|"Continuous"| _DV_One_DV_br_type_Continuous_IV
_DV_One_DV_br_type_Continuous_IV -->|"None"| One_sample_T_test
One_sample_T_test --> Bootstrapped_T_test
_DV_One_DV_br_type_Continuous_IV -->|"One"| _DV_One_DV_br_type_Continuous_IV_One_IV_br_type
_DV_One_DV_br_type_Continuous_IV_One_IV_br_type -->|"Continuous"| Pearson_correlation_or_regression
Pearson_correlation_or_regression --> Bootstrap_correlation_regression_Spearman_correlation_Kendall_s_tau
_DV_One_DV_br_type_Continuous_IV_One_IV_br_type -->|"Categorical"| _DV_One_DV_br_type_Continuous_IV_One_IV_br_type_Categorical_IV_br_cat
_DV_One_DV_br_type_Continuous_IV_One_IV_br_type_Categorical_IV_br_cat -->|"Two"| _DV_One_DV_br_type_Continuous_IV_One_IV_br_type_Categorical_IV_br_cat_Two_Samp
_DV_One_DV_br_type_Continuous_IV_One_IV_br_type_Categorical_IV_br_cat_Two_Samp -->|"Dependent"| Paired_samples_T_test_Dependent_T_test
Paired_samples_T_test_Dependent_T_test --> Bootstrapped_T_test_or_Wilcoxon_signed_rank_test
_DV_One_DV_br_type_Continuous_IV_One_IV_br_type_Categorical_IV_br_cat_Two_Samp -->|"Independent"| Independent_T_test_or_Pointbiserial_correlation
Independent_T_test_or_Pointbiserial_correlation --> Bootstrapped_T_test_or_Mann_Whitney_test
_DV_One_DV_br_type_Continuous_IV_One_IV_br_type_Categorical_IV_br_cat -->|"More than two"| _DV_One_DV_br_type_Continuous_IV_One_IV_br_type_Categorical_IV_br_cat_More_than_two_Samp
_DV_One_DV_br_type_Continuous_IV_One_IV_br_type_Categorical_IV_br_cat_More_than_two_Samp -->|"Dependent"| One_way_repeated_measures_ANOVA
One_way_repeated_measures_ANOVA --> Bootstrapped_ANOVA_or_Friedman_s_ANOVA
_DV_One_DV_br_type_Continuous_IV_One_IV_br_type_Categorical_IV_br_cat_More_than_two_Samp -->|"Independent"| One_way_independent_ANOVA
One_way_independent_ANOVA --> Robust_ANOVA_or_Kruskal_Wallis_test
_DV_One_DV_br_type_Continuous_IV -->|"Two or more"| _DV_One_DV_br_type_Continuous_IV_Two_or_more_IV_br_type
_DV_One_DV_br_type_Continuous_IV_Two_or_more_IV_br_type -->|"Continuous"| Multiple_regression
Multiple_regression --> Bootstrapped_multiple_regression
_DV_One_DV_br_type_Continuous_IV_Two_or_more_IV_br_type -->|"Categorical"| _DV_One_DV_br_type_Continuous_IV_Two_or_more_IV_br_type_Categorical_Samp
_DV_One_DV_br_type_Continuous_IV_Two_or_more_IV_br_type_Categorical_Samp -->|"Dependent"| Factorial_repeated_measures_ANOVA
Factorial_repeated_measures_ANOVA --> Robust_factorial_repeated_measures_ANOVA
_DV_One_DV_br_type_Continuous_IV_Two_or_more_IV_br_type_Categorical_Samp -->|"Independent"| Independent_factorial_ANOVA_multiple_regression
Independent_factorial_ANOVA_multiple_regression --> Robust_independent_factorial_ANOVA_multiple_regression
_DV_One_DV_br_type_Continuous_IV_Two_or_more_IV_br_type_Categorical_Samp -->|"Both"| Factorial_mixed_ANOVA
Factorial_mixed_ANOVA --> Robust_factorial_mixed_ANOVA
_DV_One_DV_br_type_Continuous_IV_Two_or_more_IV_br_type -->|"Both"| Multiple_regression_ANCOVA
Multiple_regression_ANCOVA --> Robust_ANCOVA_bootstrapped_regression
_DV_One_DV_br_type -->|"Dichotomy"| _DV_One_DV_br_type_Dichotomy_IV
_DV_One_DV_br_type_Dichotomy_IV -->|"None"| Binomial_test_z_test_on_proportion
_DV_One_DV_br_type_Dichotomy_IV -->|"One"| _DV_One_DV_br_type_Dichotomy_IV_One_IV_br_type
_DV_One_DV_br_type_Dichotomy_IV_One_IV_br_type -->|"Dichotomy"| Fisher_exact_test
_DV_One_DV_br_type_Dichotomy_IV_One_IV_br_type -->|"Categorical"| Crosstabs_chi_squared_test
_DV_One_DV_br_type -->|"Categorical"| _DV_One_DV_br_type_Categorical_IV
_DV_One_DV_br_type_Categorical_IV -->|"None"| One_sample_chi_squared_test
_DV_One_DV_br_type_Categorical_IV -->|"One"| _DV_One_DV_br_type_Categorical_IV_One_IV_br_type
_DV_One_DV_br_type_Categorical_IV_One_IV_br_type -->|"Continuous"| Logistic_regression_or_biserial_point_biserialcorrelation
_DV_One_DV_br_type_Categorical_IV_One_IV_br_type -->|"Categorical"| _DV_One_DV_br_type_Categorical_IV_One_IV_br_type_Categorical_Samp
_DV_One_DV_br_type_Categorical_IV_One_IV_br_type_Categorical_Samp -->|"Independent"| Pearson_chi_square_or_likelihood_ratio
_DV_One_DV_br_type_Categorical_IV -->|"Two or more"| _DV_One_DV_br_type_Categorical_IV_Two_or_more_IV_br_type
_DV_One_DV_br_type_Categorical_IV_Two_or_more_IV_br_type -->|"Continuous"| Logistic_regression
_DV_One_DV_br_type_Categorical_IV_Two_or_more_IV_br_type -->|"Categorical"| _DV_One_DV_br_type_Categorical_IV_Two_or_more_IV_br_type_Categorical_Samp
_DV_One_DV_br_type_Categorical_IV_Two_or_more_IV_br_type_Categorical_Samp -->|"Independent"| Loglinear_analysis
_DV_One_DV_br_type_Categorical_IV_Two_or_more_IV_br_type -->|"Both"| _DV_One_DV_br_type_Categorical_IV_Two_or_more_IV_br_type_Both_Samp
_DV_One_DV_br_type_Categorical_IV_Two_or_more_IV_br_type_Both_Samp -->|"Independent"| Logistic_regression
_DV -->|"Two or more"| _DV_Two_or_more_DV_br_type
_DV_Two_or_more_DV_br_type -->|"Continuous"| _DV_Two_or_more_DV_br_type_Continuous_IV
_DV_Two_or_more_DV_br_type_Continuous_IV -->|"One"| _DV_Two_or_more_DV_br_type_Continuous_IV_One_IV_br_type
_DV_Two_or_more_DV_br_type_Continuous_IV_One_IV_br_type -->|"Categorical"| _DV_Two_or_more_DV_br_type_Continuous_IV_One_IV_br_type_Categorical_Samp
_DV_Two_or_more_DV_br_type_Continuous_IV_One_IV_br_type_Categorical_Samp -->|"Independent"| MANOVA
_DV_Two_or_more_DV_br_type_Continuous_IV -->|"Two or more"| _DV_Two_or_more_DV_br_type_Continuous_IV_Two_or_more_IV_br_type
_DV_Two_or_more_DV_br_type_Continuous_IV_Two_or_more_IV_br_type -->|"Categorical"| _DV_Two_or_more_DV_br_type_Continuous_IV_Two_or_more_IV_br_type_Categorical_Samp
_DV_Two_or_more_DV_br_type_Continuous_IV_Two_or_more_IV_br_type_Categorical_Samp -->|"Independent"| Factorial_MANOVA
_DV_Two_or_more_DV_br_type_Continuous_IV_Two_or_more_IV_br_type -->|"Both"| MANCOVA
style parametric_tests fill:#cce5ff,stroke:#333
style nonparametric_tests fill:#d4edda,stroke:#333