Description Usage Arguments Details Value Author(s) Examples
Interfaces to brglm
functions that can be used
in a pipeline implemented by magrittr
.
1 |
data |
data frame, tibble, list, ... |
... |
Other arguments passed to the corresponding interfaced function. |
Interfaces call their corresponding interfaced function.
Object returned by interfaced function.
Roberto Bertolusso
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 | ## Not run:
library(intubate)
library(magrittr)
library(brglm)
## ntbt_brglm: Bias reduction in Binomial-response GLMs
data(lizards)
## Original function to interface
brglm(cbind(grahami, opalinus) ~ height + diameter +
light + time, family = binomial(logit), data = lizards,
method = "brglm.fit")
## The interface puts data as first parameter
ntbt_brglm(lizards, cbind(grahami, opalinus) ~ height + diameter +
light + time, family = binomial(logit),
method = "brglm.fit")
## so it can be used easily in a pipeline.
lizards %>%
ntbt_brglm(cbind(grahami, opalinus) ~ height + diameter +
light + time, family = binomial(logit),
method = "brglm.fit")
## End(Not run)
|
Loading required package: profileModel
'brglm' will gradually be superseded by 'brglm2' (https://cran.r-project.org/package=brglm2), which provides utilities for mean and median bias reduction for all GLMs and methods for the detection of infinite estimates in binomial-response models.
Call: brglm(formula = cbind(grahami, opalinus) ~ height + diameter + light + time, family = binomial(logit), data = lizards, method = "brglm.fit")
Coefficients:
(Intercept) height>=5ft diameter>2in lightshady timemidday
1.9018 1.1064 -0.7536 -0.8177 0.2280
timelate
-0.7273
Degrees of Freedom: 22 Total (i.e. Null); 17 Residual
Deviance: 14.2462
Penalized Deviance: -4.0065 AIC: 83.0704
Call: brglm(formula = cbind(grahami, opalinus) ~ height + diameter + light + time, family = binomial(logit), data = lizards, method = "brglm.fit")
Coefficients:
(Intercept) height>=5ft diameter>2in lightshady timemidday
1.9018 1.1064 -0.7536 -0.8177 0.2280
timelate
-0.7273
Degrees of Freedom: 22 Total (i.e. Null); 17 Residual
Deviance: 14.2462
Penalized Deviance: -4.0065 AIC: 83.0704
Call: brglm(formula = cbind(grahami, opalinus) ~ height + diameter + light + time, family = binomial(logit), data = ., method = "brglm.fit")
Coefficients:
(Intercept) height>=5ft diameter>2in lightshady timemidday
1.9018 1.1064 -0.7536 -0.8177 0.2280
timelate
-0.7273
Degrees of Freedom: 22 Total (i.e. Null); 17 Residual
Deviance: 14.2462
Penalized Deviance: -4.0065 AIC: 83.0704
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.