The results use these R packages:
- nortest (R Package_nortest)
- ADGofTest (R Package_ADGofTest)
- dgof (R Package_dgof)
| Distribution | Continuous Distributions | Discrete Distributions |
|---|---|---|
| Normal | Function computes p-values from the modified statistics, as implemented in the R package nortest. | Not applicable |
| KS | Function computes p-values using approximation to the Kolmogorov-Smirnov distribution (assuming large sample size). Results are comparable to the ks.test() from the stats package in R. | Results are comparable to the ks.test() from the R package dgof, when reference distribution is a 'stepfun' object. |
| CvM | Function computes results as in the R package nortest. | Statistics are comparable to the cvm.test() from the R package dgof, when reference distribution is a 'stepfun' object. P-values are not calculated. |
| AD | Function computes results comparable to those of ad.test() from the R package ADGofTest. | Results are comparable to the ad.test() from the R package ADGofTest. |
| CHISQ | Function computes statistics comparable to those of pearson.test() from the R package nortest, with a minor modification when data falls beyond the upper limit of distribution support. The function computes p-values using DOF = cell_size - 1. | Statistics are comparable to pearson.test() from the R package nortest, with a minor modification when data falls beyond the upper limit of distribution support. The function computes p-values using DOF = cell_size - 1. |