Report values
135 numbers the reports of ALS Stats show, grouped by what they answer — each with its own page.
Comparing groups
- Test variant
welch - Variance ratio
varRatio - Group size ratio
balance - Test of equal variances
Levene (based on median) - Posthoc comparisons
Posthoc tukey test at CI - Mean difference
Mean difference, meanDelta - Standard error of the difference
Standard error of difference - Standard deviation of the differences
sdDelta - Mean of the group
Mean - Standard deviation of the group
Sd - N
N - Mean rank
Mean Rank - Sum of ranks
Sum of Ranks - Negative ranks
Negative Ranks - Positive ranks
Positive Ranks - Ties
Ties
Test statistics and degrees of freedom
- F statistic
F - Degrees of freedom between groups
dfBetween - Degrees of freedom within groups
dfWithin - Degrees of freedom 1
df1 - Degrees of freedom 2
df2 - Degrees of freedom
df - t statistic
t - Likelihood-ratio chi-square
Chi-square - Wald statistic
Wald - F change
F Change - z statistic
z - Mann–Whitney U
Mann-Whitney U - Wilcoxon W
Wilcoxon W - Kruskal–Wallis H
Kruskal-Wallis H - Statistic
Statistic - Pearson chi-square
chi2 - Pearson Chi-Square
Pearson Chi-Square - Continuity Correction (Yates)
Continuity Correction - Likelihood Ratio
Likelihood Ratio - Fisher's Exact Test
Fisher's Exact Test - Linear-by-Linear Association
Linear-by-Linear Association
Is it real or chance?
- p-value
p, Sig., Asymp. Sig., Approximate Significance - Adjusted p of the pair
Adjusted p - Lower bound of the interval
Lower - Upper bound of the interval
Upper - p of the F change
Sig. F Change - Confidence interval
Confidence interval - Confidence level
Level - Significance of the partial correlation
Significance - Alternative hypothesis
alternative - Exact significance
Exact Sig. - Margin of error
Margin of error (±) - Width of the interval
CI Width - Estimate within the interval
Estimate within CI
ANOVA table: sums and mean squares
How big is the effect?
- Eta squared (η²)
eta2 - Omega squared (ω²)
omega2 - McFadden pseudo R²
McFadden R Square - Cox & Snell pseudo R²
Cox & Snell R Square - Nagelkerke pseudo R²
Nagelkerke R Square - Classification accuracy
Accuracy - Odds ratio
Exp(B) - Multiple correlation R
R - R²
R Square - R² change
R Square Change - Adjusted R²
Adjusted R Square - Standardized coefficient β
Beta - Correlation coefficient r
r - Kendall’s tau-b
tau - Partial correlation
Correlation - Cohen's d
cohenD - Phi
Phi - Cramér's V
V
Describing your data
- Number of values
n - Sum
sum - Mean
mean - Median
median - Minimum
min - Maximum
max - Range
range - Missing values
missing - Variance
variance - Standard deviation
std, sd - Coefficient of variation
cv - Relative dispersion
relativeDispersion - Skewness
skewness - Kurtosis
kurtosis - First quartile
q1 - Third quartile
q3 - 10th percentile
p10 - 90th percentile
p90 - Interquartile range
iqr - Percentile
percentile - Median absolute deviation
mad - Geometric mean
geometricMean - Harmonic mean
harmonicMean - Flatness
flatness - Spectral flatness
spd - Slope from the first to the last value
slope - Sum of squared values
sumOfSquares - Sum of squared deviations
sumCenteredSquares - Inverse-variance weight
weight - z-score of a value
zScore - Weighted mean
weightedMean. - Standard error
se
Regression and models
- Ridge penalty
lambda - −2 Log Likelihood (deviance)
-2 Log Likelihood - Akaike information criterion
AIC - Bayesian information criterion
BIC - Omnibus test of the model
Omnibus Tests of Model Coefficients - Intercept
Intercept - Coefficient B
B - Standard error of B
StdError - Standard error of the estimate
Std. Error of the Estimate - Sample size
Sample size - Variance inflation factor
VIF - Covariance
covariance - Regression slope
regressionSlope. - Resampling method
Method - Slope
Slope
Crosstabs and frequencies
- Percentage
Percentage - Valid percentage
Valid Percentage - Not applicable
Not applicable - Adjusted residuals
Adjusted residuals - Chi-Square Tests
Chi-Square Tests - Symmetric Measures
Symmetric Measures - N of Valid Cases
N of Valid Cases - Observed counts
Observed counts - Expected counts
Expected counts
Reliability of a scale
- Cronbach’s alpha
Alpha - Standardized alpha
Alpha standardized - Alpha if the item is deleted
alpha if deleted - Corrected item-total correlation
corrected item-total correlation