Package | Description |
---|---|
dev.nm.stat.regression.linear.glm.distribution | |
dev.nm.stat.regression.linear.glm.distribution.link | |
dev.nm.stat.regression.linear.glm.quasi.family |
Modifier and Type | Method and Description |
---|---|
LinkFunction |
GLMFamily.link()
Get the link function of this distribution.
|
Constructor and Description |
---|
GLMFamily(GLMExponentialDistribution dist,
LinkFunction link)
Construct an instance of
Family . |
Modifier and Type | Class and Description |
---|---|
class |
LinkCloglog
This class represents the complementary log-log link function:
g(x) = log(-log(1 - x))
|
class |
LinkIdentity
This class represents the identity link function:
g(x) = x
|
class |
LinkInverse
This class represents the inverse link function:
g(x) = 1/x
|
class |
LinkInverseSquared
This class represents the inverse-squared link function:
g(x) = 1/x2
|
class |
LinkLog
This class represents the log link function:
g(x) = log(x)
|
class |
LinkLogit
This class represents the logit link function:
\[
g(x) = \log(\frac{\mu}{1-\mu})
\]
|
class |
LinkProbit
This class represents the Probit link function,
which is the inverse of cumulative distribution function of the standard Normal distribution N(0, 1).
|
class |
LinkSqrt
This class represents the square-root link function:
g(x) = sqrt(x)
|
Constructor and Description |
---|
QuasiFamily(QuasiDistribution dist,
LinkFunction link) |
Copyright © 2010-2020 NM FinTech Ltd.. All Rights Reserved.