graph LR
    idea_0eef7d13_a159_4015_b265_69ec551ef2d9["Metric vs Ordinal Data Scales in Measurement Theory"]
    idea_13d886c1_2494_4e53_8387_c400ddcc82c1["Kruskal-Wallis Test"]
    idea_24869edb_c9d2_4541_bfca_41f918d50f8d["Ordinal Data Measurement Scales in Statistics"]
    idea_26920072_1f93_4f78_a4b5_822d6ad4d21b["Wilcoxon Signed-Rank Test"]
    idea_2c94bb05_af38_4d7d_803a_436015d55b51["Central Tendency Measures in Statistics"]
    idea_394e6ef8_a106_4ea6_8636_fdac0cb6ae3a["General applied mathematics"]
    idea_39628364_8da7_45c3_bac8_3324a03fd048["Quantile"]
    idea_3d904743_36ad_4565_886b_2e4e462f61e7["Friedman Test"]
    idea_47e9eb4f_7b52_46e3_ba5c_f70e672199f5["Testing Normal Distribution using Shapiro-Wilk and Q-Q Plots"]
    idea_4ab307c9_d9a3_4033_a355_22136ac698fb["Interpreting p-Values and Significance Levels in Hypothesis Testing"]
    idea_5fa70246_3f2e_49a1_a080_051d16b0e811["Q-Q Plot Axis Calibration Methods"]
    idea_62c87041_b748_481d_8772_3d7999c04cd8["Mann-Whitney U Test"]
    idea_6e2d14e5_fa39_4853_9940_de50f559304c["Confidence Interval Calculation in Q-Q Plot Analysis"]
    idea_77bfc146_eda7_48c8_8693_b84805f1290f["Null Hypothesis Formulation for Normality"]
    idea_9c5e6be5_42be_4e72_a4ed_090bc3686eb4["Histogram Construction and Normal Curve Overlay"]
    idea_a7ab481a_2105_4be2_b5e7_c8396fc49352["Mathematics for nonmathematicians (engineering, social sciences, etc.)"]
    idea_acdde53d_b9a8_4da4_beaf_ed1b4746008e["Dependent Samples (Paired Data) Concepts in Experimental Design"]
    idea_b929f06e_4743_4783_808b_b13d683344a0["Ranks and Rank Sums in Nonparametric Statistics"]
    idea_bac1f8ca_f867_4391_9407_486f476c27e5["Sample Size Effects on P-Value Sensitivity"]
    idea_bd16336b_09d6_4cc6_a92d_6f0c9dd1128d["Independent Samples T-Test Procedure"]
    idea_cb21e1ff_e9d4_4914_b270_81192459c801["Type I and Type II Errors in Hypothesis Testing"]
    idea_db6fc65e_2728_4fe4_9705_6fea96e34dce["Bell Curve Visualization in Statistics"]
    idea_f10290b5_b548_4135_a80f_11ef078c3f85["Hypothesis Testing Frameworks for Null and Alternative Hypotheses"]
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