Statements (29)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
generalized linear model
statistical analysis |
| gptkbp:alternativeTo |
quasi-Poisson regression
zero-inflated Poisson regression |
| gptkbp:application |
gptkb:insurance
ecology epidemiology actuarial science |
| gptkbp:assumes |
Poisson distribution of response variable
mean equals variance |
| gptkbp:category |
statistical analysis
|
| https://www.w3.org/2000/01/rdf-schema#label |
Poisson regression
|
| gptkbp:inferenceMethod |
maximum likelihood estimation
|
| gptkbp:introduced |
gptkb:Francis_Galton
|
| gptkbp:limitation |
overdispersion
|
| gptkbp:linkFunction |
logarithm
|
| gptkbp:parameter |
rate parameter (lambda)
|
| gptkbp:predicts |
expected count
|
| gptkbp:relatedTo |
log-linear model
negative binomial regression |
| gptkbp:requires |
non-negative integer response variable
|
| gptkbp:software |
gptkb:SAS
gptkb:Python_(statsmodels) gptkb:Stata R |
| gptkbp:usedFor |
modeling count data
|
| gptkbp:bfsParent |
gptkb:generalized_linear_models
gptkb:Regression_analysis |
| gptkbp:bfsLayer |
6
|