Man pages for Shakeel95/bioFlex
Estimation and model selection for strictly positive heavy tailed data, using flexible parametric distributions
| betapr_flexfit | Fitting Beta Prime distribution via maximum likelihood |
| betapr_flexpredict | Conditional mean for Beta Prime distribution |
| betapr_flexprob | Conditional probability for Beta Prime distribution |
| betapr_shape1 | First stage estimate for alpha in the Beta Prime distribution |
| betapr_shape2 | First stage estimate for beta in the Beta Prime distribution |
| dagum_flexfit | Fitting Dagum distribution via maximum likelihood |
| dagum_flexpredict | Conditional mean for Dagum distribution |
| dagum_flexprob | Conditional probability for Dagum distribution |
| Diabetes | Virginia School of Medicine diabetes dataset |
| exp_flexfit | Fitting Exponential distribution via maximum likelihood |
| exp_flexpredict | Conditional mean for Exponential distribution |
| exp_flexprob | Conditional probability for Exponential distribution |
| exp_rate | First stage estimate for lambda in the Exponential... |
| fisk_flexfit | Fitting Fisk distribution via maximum likelihood |
| fisk_flexpredict | Conditional mean for Fisk distribution |
| fisk_flexprob | Conditional probability for Fisk distribution |
| fisk_scale | First stage estimate for alpha in the Fisk distribution |
| fisk_shape | First stage estimate for beta in the Fisk distribution |
| flex_select | Select best fitting distribution |
| gamma_flexfit | Fitting Gamma distribution via maximum likelihood |
| gamma_flexpredict | Conditional mean for Gamma distribution |
| gamma_flexprob | Conditional probability for Gamma distribution |
| gamma_rate | First stage estimate for beta in the Gamma distribution |
| gamma_shape | First stage estimate for alpha in the Gamma distribution |
| gb2_flexfit | Fitting Generalized Beta of the Second Kind via maximum... |
| gb2_flexpredict | Conditional mean for Generalized Beta distribution of the... |
| gb2_flexprob | Conditional probability for Generalized Beta distribution of... |
| ggamma_alpha | First stage estimate for alpha in the Generalized Gamma... |
| ggamma_flexfit | Fitting Generalized Gamma distribution via maximum likelihood |
| ggamma_flexpredict | Conditional mean for Generalized Gamma distribution |
| ggamma_flexprob | Conditional probability for Generalized Gamma distribution |
| ggamma_mu | First stage estimate for mu in the Generalized Gamma... |
| ggamma_phi | First stage estimate for phi in the Generalized Gamma... |
| lnorm_flexfit | Fitting Log-Normal distribution via maximum likelihood |
| lnorm_flexpredict | Conditional mean for Log-Normal distribution |
| lnorm_flexprob | Conditional probability for Log-Normal distribution |
| lnorm_mean | First stage estimate for mu in the Log-Normal distribution |
| lnorm_var | First stage estimate for sigma squared in the Log-Normal... |
| lomax_flexfit | Fitting Lomax distribution via maximum likelihood |
| lomax_flexpredict | Conditional mean for Lomax distribution |
| lomax_flexprob | Conditional probability for Lomax distribution |
| lomax_scale | First stage estimate for lambda in the Lomax distribution |
| lomax_shape | First stage estimate for alpha in the Lomax distribution |
| sinmad_flexfit | Fitting Singh-Maddala distribution via maximum likelihood |
| sinmad_flexpredict | Conditional mean for Singh-Maddala distribution |
| sinmad_flexprob | Conditional probability for Singh-Maddala distribution |
| weibull_flexfit | Fitting Weibull distribution via maximum likelihood |
| weibull_flexpredict | Conditional mean for Weibull distribution |
| weibull_flexprob | Conditional probability for Weibull distribution |
| weibull_scale | First stage estimate for lambda in the Weibull distribution |
| weibull_shape | First stage estimate for kappa in the Weibull distribution |
| which_IC | General Purpose Information Criterion Function |
