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| === Can be reused in other functions === | | === Distribution Fitting === |
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| | Functions available for estimating parameters and the negative log-likelihood for certain distributions. |
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| {| class="wikitable" | | {| class="wikitable" |
| !forge function | | ! Distribution Name |
| !matlab counterpart | | ! Parameter Estimation |
| |-
| | ! Negativel Log-likelihood |
| |anderson_darling_test
| | ! Distribution Fitting |
| |adtest
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| |-
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| |bbscdf
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| |BirnbaumSaundersDistribution class
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| |-
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| |bbsinv
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| |BirnbaumSaundersDistribution class
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| |-
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| |bbspdf
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| |BirnbaumSaundersDistribution class
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| |-
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| |bbsrnd
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| |BirnbaumSaundersDistribution class
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| |-
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| |binotest
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| |binofit
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| |- | | |- |
| |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 |
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| |- | | |- |
| |nakapdf | | | Normal |
| |NakagamiDistribution class | | | |
| |- | | | normlike |
| |nakarnd - should be used to implement the | | | |
| |NakagamiDistribution class
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| |-
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| |regress_gp
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| |RegressionGP class
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| |-
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| |repanova
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| |RepeatedMeasuresModel.ranova
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| |-
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| |tricdf
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| |TriangularDistribution class
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| |-
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| |triinv
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| |TriangularDistribution class
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| |-
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| |tripdf
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| |TriangularDistribution class
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| |-
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| |trirnd
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| |TriangularDistribution class
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| |-
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| |logistic_cdf
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| |LogisticDistribution class
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| |-
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| |logistic_inv
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| |LogisticDistribution class
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| |-
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| |logistic_pdf
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| |LogisticDistribution class
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| |-
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| |logistic_rnd
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| |LogisticDistribution class
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| |-
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| |stdnormal_cdf
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| |NormalDistribution class
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| |-
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| |stdnormal_inv
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| |NormalDistribution class
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| |-
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| |stdnormal_pdf
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| |NormalDistribution class
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| |-
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| |stdnormal_rnd
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| |NormalDistribution class
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| |-
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| |anova
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| |anova method in different *Model classes
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| |-
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| |manova
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| |manova methods in different *Model classes
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| |-
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| |bartlett_test
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| |barttest
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| |-
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| |kolmogorov_smirnov_test
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| |ktest
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| |-
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| |kolmogorov_smirnov_test_2
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| |ktest2
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| |-
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| |kruskal_wallis_test
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| |kruskalwallis
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| |} | | |} |
| | === Distribution Statistics === |
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| === Ready to go ===
| | These functions |
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| These functions seem to be Matlab compatible | |
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| <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"> |