Pearson and standardized Pearson residuals for binomial and Poisson GLMs
Usage
GlmStdRes(y, X, family = c("binomial", "poisson"), trials = NULL)
Arguments
- y
Successes or counts.
- X
Design matrix.
- family
"binomial" or "poisson".
- trials
Binomial trials.
Value
list(fitted, pearson, standardized, hat, beta, deviance, pearson_chisq, df).
References
Bilder, C. R. & Loughin, T. M. (2025). Analysis of Categorical
Data with R, 2nd ed. Sec 5.2.1.
Examples
GlmStdRes(c(2, 3, 6, 7, 8, 9, 10, 12, 15), cbind(1, 0:8), family = "poisson")$standardized
#> [1] -0.8027517 -0.5388782 0.6139325 0.5312052 0.3732472 0.1482940 -0.1487796
#> [8] -0.2258730 -0.1495524
