TODO 0.2.0

[Kertoo]

2. Plan for 0.2.0

Diagnostics / Influence metrics -> model parameters

• [x] pearson residuals
• [x] deviance residuals (for models that don't require a paper with theory)
• [x] dfbetas
• influence.measures:
  • [x] cooks.distance
  • [x] hatvalues
• [x] ...

Sensitivity analysis -> population size

• [x] dfpopsize

Functionality and quality of life improvements

• Control parameters for:
  • [x] Regression
  • [x] Population estimate
  • [x] Model
• [x] Subsets and other main function parameters
• [x] ...

Additional models

• [x] zero-truncated one-inflated poisson
• [x] zero-truncated one-inflated negative binomial
• [x] zero-truncated one-inflated geometric
• [x] pseudo-hurdle zero truncated poisson
• [x] pseudo-hurdle zero truncated negative binomial
• [x] pseudo-hurdle zero truncated geometric

Bootstrap estimation of population size variance

• [x] Nonparametric
• [x] Semiparametric
• [x] Fullyparametric

Model Assessment

• [x] G and chi^2 tests

Fitting

• [x] Multi-parameter IRLS

Plots

• [x] Stratification variables

Simple testing with tinytest

Proofreading

Website

[BERENZ]

@Kertoo provide references for bootstrap

[Kertoo]

Zwane, PGM EN and Van der Heijden, Implementing the parametric bootstrap in capture-recapture models with continuous covariates 2003 Statistics & probability letters 65.2 pp 121-125

Norris, James L and Pollock, Kenneth H Including model uncertainty in estimating variances in multiple capture studies 1996 in Environmental and Ecological Statistics 3.3 pp 235-244

[Kertoo]

Completed after commit da47e55 this will be on main within two weeks