|
|
| Line 262: |
Line 262: |
|
| |
|
|
| |
|
| === Can be reused in other functions === | | === Distribution Fitting === |
| | |
| | Functions available for estimating parameters and the negative log-likelihood for certain distributions. |
|
| |
|
| {| class="wikitable" | | {| class="wikitable" |
| !forge function | | ! Distribution Name |
| !matlab counterpart | | ! Parameter Estimation |
| |-
| | ! Negativel Log-likelihood |
| |anderson_darling_test
| | ! Distribution Fitting |
| |adtest
| |
| |-
| |
| |bbscdf
| |
| |BirnbaumSaundersDistribution class
| |
| |-
| |
| |bbsinv
| |
| |BirnbaumSaundersDistribution class
| |
| |-
| |
| |bbspdf
| |
| |BirnbaumSaundersDistribution class
| |
| |-
| |
| |bbsrnd
| |
| |BirnbaumSaundersDistribution class
| |
| |-
| |
| |binotest
| |
| |binofit
| |
| |- | | |- |
| |burrcdf | | | Empirical |
| |BurrDistribution class | | | |
| | | |
| | | cdfcalc |
| |- | | |- |
| |burrinv | | | Extreme Value |
| |BurrDistribution class | | | evfit |
| | | evlike |
| | | |
| |- | | |- |
| |burrpdf | | | Exponential |
| |BurrDistribution class | | | expfit |
| | | explike |
| | | |
| |- | | |- |
| |burrrnd | | | Gamma |
| |BurrDistribution class | | | gamfit |
| | | gamlike |
| | | |
| |- | | |- |
| |nakacdf | | | Generalized Extreme Value |
| |NakagamiDistribution class | | | gevfit_lmom gevfit |
| | | gevlike |
| | | |
| |- | | |- |
| |nakainv | | | Generalized Pareto |
| |NakagamiDistribution class | | | gpfit |
| | | gplike |
| | | |
| |- | | |- |
| |nakapdf | | | Normal |
| |NakagamiDistribution class | | | |
| |- | | | normlike |
| |nakarnd - should be used to implement the | | | |
| |NakagamiDistribution class
| |
| |-
| |
| |regress_gp
| |
| |RegressionGP class
| |
| |-
| |
| |repanova
| |
| |RepeatedMeasuresModel.ranova
| |
| |-
| |
| |tricdf
| |
| |TriangularDistribution class
| |
| |-
| |
| |triinv
| |
| |TriangularDistribution class
| |
| |-
| |
| |tripdf
| |
| |TriangularDistribution class
| |
| |-
| |
| |trirnd
| |
| |TriangularDistribution class
| |
| |-
| |
| |logistic_cdf
| |
| |LogisticDistribution class
| |
| |-
| |
| |logistic_inv
| |
| |LogisticDistribution class
| |
| |-
| |
| |logistic_pdf
| |
| |LogisticDistribution class
| |
| |-
| |
| |logistic_rnd
| |
| |LogisticDistribution class
| |
| |-
| |
| |stdnormal_cdf
| |
| |NormalDistribution class
| |
| |-
| |
| |stdnormal_inv
| |
| |NormalDistribution class
| |
| |-
| |
| |stdnormal_pdf
| |
| |NormalDistribution class
| |
| |-
| |
| |stdnormal_rnd
| |
| |NormalDistribution class
| |
| |-
| |
| |anova
| |
| |anova method in different *Model classes
| |
| |-
| |
| |manova
| |
| |manova methods in different *Model classes
| |
| |-
| |
| |bartlett_test
| |
| |barttest
| |
| |-
| |
| |kolmogorov_smirnov_test
| |
| |ktest
| |
| |-
| |
| |kolmogorov_smirnov_test_2
| |
| |ktest2
| |
| |-
| |
| |kruskal_wallis_test
| |
| |kruskalwallis
| |
| |} | | |} |
| | === Distribution Statistics === |
|
| |
|
| === Ready to go ===
| | These functions |
| | |
| These functions seem to be Matlab compatible | |
|
| |
|
| <div style="column-count:4;-moz-column-count:4;-webkit-column-count:4"> | | <div style="column-count:4;-moz-column-count:4;-webkit-column-count:4"> |