Flexible Univariate Count Models Based on Renewal Processes
Create a bootsrap sample for coefficient estimates
Matrix of alpha terms
Formal Chi-square goodness-of-fit test
Pearson Chi-Square test
Compare renewals fit to glm models fit
Summary of a count variable
Flexible Univariate Count Models Based on Renewal Processes
Create a formula for renewalCount
Compute count probabilities using simple convolution
Compute count probabilities using convolution
Log-likelihood of a count probability computed by convolution (bi)
Compute count probabilities using dePril convolution (bi)
Compute count probabilities using naive convolution (bi)
Compute count probabilities based on modified renewal process (bi)
Probability calculations for Weibull count models
Univariate Weibull Count Probability
Fast Univariate Weibull Count Probability with gamma heterogeneity
Univariate Weibull Count Probability with gamma heterogeneity
Univariate Weibull Count Probability with gamma and covariate heteroge...
Expected value and variance of renewal count process
Plot a frequency chart
Return the names of distribution parameters
Predict method for renewal objects
Probability predictions
Creates the renewal control list
Creates the convolution inputs setting
Deprecated old name of renewalCount()
Creates the series expansion inputs setting
Check weibull computation algorithm
Methods for renewal objects
Get named vector of coefficients for renewal objects
Split a vector using the prefixes of the names for grouping
Fit renewal count processes regression models
Get names of parameters of renewal regression models
Method to visualise the residuals
Extract Standard Errors of Model Coefficients
Wrapper to built-in survival functions
Flexible univariate count models based on renewal processes. The models may include covariates and can be specified with familiar formula syntax as in glm() and package 'flexsurv'. The methodology is described by Kharrat et all (2019) <doi:10.18637/jss.v090.i13> (included as vignette 'Countr_guide' in the package).
Useful links