3.5.5.3. statsmodels.genmod.families.links¶
Defines the link functions to be used with GLM and GEE families.
3.5.5.3.1. Classes¶
CDFLink([dbn]) |
The use the CDF of a scipy.stats distribution |
CLogLog |
The complementary log-log transform |
Link |
A generic link function for one-parameter exponential family. |
Log |
The log transform |
Logit |
The logit transform |
NegativeBinomial([alpha]) |
The negative binomial link function |
Power([power]) |
The power transform |
cauchy() |
The Cauchy (standard Cauchy CDF) transform |
cloglog |
The CLogLog transform link function. |
identity() |
The identity transform |
inverse_power() |
The inverse transform |
inverse_squared() |
The inverse squared transform |
log |
The log transform |
logit |
|
nbinom([alpha]) |
The negative binomial link function. |
probit([dbn]) |
The probit (standard normal CDF) transform |
sqrt() |
The square-root transform |