Table of statistics mentioned in the Decision Tree and programs which compute them. Statistics not listed here but mentioned in the Decision Tree are not produced by any of the three systems in the table.
|
Statistic |
MicrOsiris | SPSS | SAS |
|
Analysis of variance |
ANOVA MANOVA |
ANOVA ONEWAY BREAKDOWN MANOVA |
GLM ANOVA |
|
Analysis of variance with repeated measures |
RELIABILITY MANOVA |
GLM ANOVA |
|
|
Asymmetric lambda |
TABLES | CROSSTABS | FREQ |
|
Bartlett's test |
MANOVA |
ONEWAY MANOVA |
DISCRIM |
|
Binary Segmentation techniques |
SEARCH | ||
|
Canonical correlation |
CANCORR | CANCORR | |
|
Chi-square goodness of fit |
NPAR | CATMOD | |
|
Chi-square tests |
TABLES | FREQ | |
|
Clustering techniques |
CLUSTER HICLUSTER |
CLUSTER FASTCLUS VARCLUS |
|
|
Cochran's Q |
TABLES |
NPAR RELIABILITY |
|
|
Coefficient from curvilinear regression |
REGRESSION |
REGRESSION ONEWAY |
GLM |
|
Coefficient of variation |
USTATS |
UNIVARIATE MEANS |
|
|
Cohen's agreement coefficients |
TABLES | ||
|
Confirmatory factor analysis |
FACTOR | ||
|
Contingency coefficient |
TABLES | CROSSTABS | FREQ |
|
Covariance analysis |
MANOVA |
ANOVA MANOVA |
|
|
Cramer's V |
TABLES | CROSSTABS | FREQ |
|
Distribution of relative frequencies |
TABLES | FREQUENCIES |
UNIVARIATE CHART |
|
Distribution of absolute frequencies |
TABLES | FREQUENCIES |
UNIVARIATE CHART |
|
Dummy variable regression or multiple classification analysis |
REGRESSION MCA |
REGRESSION* ANOVA |
GLM* |
|
Dummy Variable regression using least squares or maximum likelihood |
LOGLINEAR | CATMOD | |
|
Eta-squared |
ANOVA MCA |
BREAKDOWN ANOVA |
GLM ANOVA |
|
Factor analysis of variance-covariance matrix |
FACTOR_ANALYSIS | FACTOR | |
|
Factor analysis of correlation matrix |
FACTOR_ANALYSIS | FACTOR | FACTOR |
|
Fisher's exact test |
TABLES | CROSSTABS | FREQ |
|
Fisher's r to Z transformation and the critical ratio for Z |
CORRELATIONS |
PEARSON CORR CROSSTABS |
CORR |
|
Friedman |
TABLES |
NPAR RELIABILITY |
|
|
Goodman and Kruskal's gamma |
TABLES | CROSSTABS | FREQ |
|
Inter-quartile deviation |
TABLES* | UNIVARIATE | |
|
Intraclass correlation coefficient |
GLM ANOVA |
||
|
Kelley's epsilon |
ANOVA MCA |
||
|
Kendall's coefficient of Concordance (W) |
TABLES | ||
|
Kendall's tau a |
TABLES |
NONPAR CORR |
|
|
Kendall's tau b |
TABLES | CROSSTABS |
FREQ CORR |
|
Kendall's tau c |
TABLES | CROSSTABS | FREQ (Stuart's tau c) |
|
Kolmogorov-Smirnov two-sample test |
TABLES | NPAR | |
|
Kruskal-Wallis test |
TABLES | NPAR |
NPAR1WAY NRANK |
|
Kurtosis |
TABLES |
CONDESCRIPTIVE FREQUENCIES |
UNIVARIATE MEANS |
|
Lilliefors test |
UNIVARIATE | ||
|
Mann-Whitney U |
TABLES | NPAR |
NPAIR1WAY MRANK |
|
McNemar's test of symmetry |
NPAR | ||
|
Mean |
TABLES USTATS |
CONDESCRIPTIVE FREQUENCIES |
UNIVARIATE |
|
Median test |
NPAR |
NPAIR1WAY MRANK |
|
|
Median |
TABLES | FREQUENCIES | UNIVARIATE |
|
Mode |
TABLES | FREQUENCIES | UNIVARIATE |
|
Multidimensional contingency table analysis |
MNA |
DISCRIM CATMOD |
|
|
Multiple correlation |
REGRESSION |
REGRESSION* MANOVA |
GLM REG |
|
Multiple curvilinear regression |
REGRESSION |
REGRESSION* MANOVA |
|
|
Multiple Discriminant function |
DISCRIMINANT |
DISCRIM CANDISC |
|
|
Maximum likelihood chi-square |
FACTOR | ||
|
Non-metric multidimensional scaling |
MINISSA | ALSCAL | |
|
N-tiles |
TABLES | UNIVARIATE | |
|
Omega-squared |
GLM ANOVA |
||
|
Part correlation |
REGRESSION |
REGRESSION* MANOVA |
|
|
Partial correlation |
PARTIALS |
PARTIAL CORR REGRESSION |
GLM REG |
|
Path analysis |
REGRESSION | SYSREG | |
|
Pearson chi-square |
TABLES | CROSSTABS | FREQ |
|
Pearson's product moment r |
CORRELATIONS |
PEARSON CORR CROSSTABS |
CORR |
|
Phi |
TABLES (for 2 dichotomous variables, Cramer's V) | CROSSTABS | FREQ (for 2 dichotomous variables, Cramer's V) |
|
Pillai Bartlett V |
CANCORR | ||
|
Profile analysis |
MANOVA |
GLM ANOVA |
|
|
Q-type factor analysis |
FACTOR_ANALYSIS | FACTOR | FACTOR |
|
Range |
TABLES USTATS |
CONDESCRIPTIVE FREQUENCIES |
UNIVARIATE |
|
Regression coefficient |
REGRESSION | REGRESSION |
GLM REG |
|
Roy's greatest root criterion |
CANCORR | ||
|
Runs test |
NPAR | ||
|
Sign test |
TABLES | NPAR | MRANK |
|
Skewness |
USTATS TABLES |
CONDESCRIPTIVE FREQUENCIES |
UNIVARIATE |
|
Somer's d |
TABLES | CROSSTABS | FREQ |
|
Spearman's Rho |
TABLES |
NONPAR CORR |
CORR |
|
Standard deviation |
TABLES |
CONDESCRIPTIVE FREQUENCIES |
UNIVARIATE MEANS |
|
Symmetric lambda |
TABLES | CROSSTABS | FREQ |
|
t test |
TTEST | T-TEST | T-TEST |
|
t test for paired observations |
TTEST | T-TEST | MEANS |
| Test for normality | USTATS | descriptive | univariate |
|
Wilks' lambda |
MANOVA |
MANOVA CANCORR |
GLM ANOVA CANCORR |
|
Wilcoxon signed-rank test |
TABLES | NPAR | UNIVARIATE |
* Indicates statistic, while not printed, can be readily obtained or, in more complicated cases, that there is documentation in the User's Manual explaining how to obtain it.