python_R : Sheet1

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2 | Part 1: statsmodels.diagnostic versus R lmtest | |||||

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4 | acorr | Breusch-Godfrey Test | acorr_breush_godfrey | bgtest | ||

5 | acorr | Durbin-Watson Test | location_no_pvalues | dwtest | ||

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7 | het | Breusch-Pagan Test | het_breush_pagan | bptest | ||

8 | het | Goldfeld-Quandt Test | het_goldfeld_quandt | gqtest | ||

9 | het | Harrison-McCabe test | missing | hmctest | ||

10 | het | White test | het_white | - | ||

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12 | | | |||||

13 | causality | Test for Granger Causality | grangercausalitytest | grangertest | ||

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15 | linear | Harvey-Collier Test | linear_harvey_collier | harvtest | ||

16 | linear | PE Test for Linear vs. Log-Linear Specifications | missing | petest | ||

17 | linear | Rainbow Test | linear_rainbow | raintest | ||

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19 | func form | RESET Test | oi.reset_ramsey | resettest | ||

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21 | compare nonnested | Cox Test | compare_cox | coxtest | ||

22 | compare nonnested | J Test | compare_j | jtest | ||

23 | compare nonnested | Encompassing Test | missing | encomptest | ||

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26 | compare nested | Likelihood Ratio Test nested | compare_lr | lrtest | ||

27 | compare nested | Wald Test nested | compare_ftest | waldtest | ||

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29 | coef | Testing Estimated Coefficients | t_test | coeftest | ||

30 | coef | Testing Estimated Coefficients | missing | coeftest.breakpointsfull | ||

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33 | Part 2: scipy.stats versus R stats | not verified with docs | ||||

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36 | acorr | - | sm | Box.test | Box-Pierce and Ljung-Box Tests | |

37 | unitroot | - | - | PP.test | Phillips-Perron Test for Unit Roots | |

38 | gof | anderson | sp, sm | - | Anderson-Darling Goodness of fit test | |

39 | scale, 2sample | ansari | sp | ansari.test | Ansari-Bradley Test | |

40 | scale, 2sample | bartlett | sp | bartlett.test | Bartlett Test of Homogeneity of Variances | |

41 | ? | binom_test | sp? | binom.test | Exact Binomial Test | |

42 | gof | chisquare | sp | chisq.test | Pearson's Chi-squared Test for Count Data | |

43 | corr,2sample,paired | - | - | cor.test | Test for Association/Correlation Between Paired Samples | |

44 | gof,? | fisher_exact | sp- | fisher.test | Fisher's Exact Test for Count Data | |

45 | scale, 2sample | fligner | sp | fligner.test | Fligner-Killeen Test of Homogeneity of Variances | |

46 | ? | friedmanchisquare | sp | friedman.test | Friedman Rank Sum Test | |

47 | corr,1sample | kendalltau? | sp | - | Kendall's Tau | |

48 | corr,1sample | spearmanr? | sp | - | Spearman's R | |

49 | mean, 2sample | kruskal? | sp | kruskal.test | Kruskal-Wallis Rank Sum Test | |

50 | gof | ks_2samp,kstest? | sp | ks.test | Kolmogorov-Smirnov Tests | |

51 | gof | kurtosistest | sp | - | Kurtosis Test Normal Distribution | |

52 | gof | skewtest | sp | - | Skew Test Normal Distribution | |

53 | gof | normaltest | sp | - | Omni Test Normal Distribution | |

54 | scale, 2sample | levene | sp | - | Compare variances | |

55 | mean,2sample? | mannwhitneyu | sp | - | Mann-Whitney U | |

56 | corr,1sample | pearsonr | sp | - | Persons's Correlation | |

57 | ? | - | - | mantelhaen.test | Cochran-Mantel-Haenszel Chi-Squared Test for Count Data | |

58 | gof | - | - | mauchly.test | Mauchly's Test of Sphericity | |

59 | ? | - | sm? | mcnemar.test | McNemar's Chi-squared Test for Count Data | |

60 | scale, 2sample | mood | sp | mood.test | Mood Two-Sample Test of Scale | |

61 | mean,ksample | f_oneway,oneway? | spsm | oneway.test | Test for Equal Means in a One-Way Layout | |

62 | prop,2sample? | - | - | pairwise.prop.test | Pairwise comparisons for proportions | |

63 | mean,2sample,paired | ttest_rel | sp | pairwise.t.test | Pairwise t tests | |

64 | mean,2sample,paired | wilcoxon | sp | pairwise.wilcox.test | Pairwise Wilcoxon Rank Sum Tests | |

65 | ? | - | - | poisson.test | Exact Poisson tests | |

66 | power | - | - | power.anova.test | Power Calculations for Balanced One-Way Analysis of Variance Tests | |

67 | power | - | - | power.prop.test | Power Calculations for Two-Sample Test for Proportions | |

68 | power | - | - | power.t.test | Power calculations for one and two sample t tests | |

69 | prop,2sample | - | - | prop.test | Test of Equal or Given Proportions | |

70 | prop,2sample | - | - | prop.trend.test | Test for trend in proportions | |

71 | ? | - | -? | quade.test | Quade Test | |

72 | gof | shapiro | sp | shapiro.test | Shapiro-Wilk Normality Test | |

73 | mean | ttest_1samp,ttest_ind | sp | t.test | Student's t-Test | |

74 | scale,2sample | - | ? | var.test | F Test to Compare Two Variances | |

75 | mean,2sample | mannwhitneyu? | sp | wilcox.test | Wilcoxon Rank Sum and Signed Rank Tests |