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@(@\newcommand{\R}[1]{ {\rm #1} } \newcommand{\B}[1]{ {\bf #1} } \newcommand{\W}[1]{ \; #1 \; }@)@ This is cppad_mixed--20220519 documentation: Here is a link to its current documentation .
Mathematical Notation

A
B
c
c_L
c_U
f
g
h
H
p
r
L
u
u^(theta)
U
W
theta
y
z

A
The notation @(@ A @)@ is used for the random constraint matrix .

B
The notation B(beta, theta, u) ( @(@ B( \beta , \theta , u ) @)@ ) is used for the second order random constraint approximation.

c
The notation c(theta) ( @(@ c( \theta ) @)@ ) is used for the fixed effects constraints as a function.

c_L
The notation c_L ( @(@ c_L @)@ ) is used for the lower limit of the constraints on the fixed effects.

c_U
The notation c_U ( @(@ c_U @)@ ) is used for the upper limit of the constraints on the fixed effects.

f
The notation f(theta, u) ( @(@ f( \theta , u ) @)@ ) is used for the random likelihood function.

g
The notation g(theta) ( @(@ g( \theta ) @)@ ) is used for the fixed likelihood function.

h
The notation h(theta, u) ( @(@ h( \theta , u ) @)@ ) is used for the Laplace approximation function.

H
The notation H(beta, theta, u) ( @(@ H( \beta , \theta , u ) @)@ ) is used for the second order Laplace objective.

p
The notations @(@ \B{p} ( \cdot ) @)@ and @(@ \B{p} ( \cdot | \cdot ) @)@ are use for the probability density (conditional probability density) functions; see p(theta) , p(z | theta) , p(u | theta) , p(y | theta, u) .

r
The notation r(theta) ( @(@ r( \theta ) @)@ ) is used for the Laplace objective function.

L
The notation L(theta) ( @(@ L( \theta ) @)@ ) is used for the fixed effects objective function.

u
The notation u ( @(@ \theta @)@ ) is used for the vector of fixed effects.

u^(theta)
The notation u^(theta) ( @(@ \hat{u}( \theta ) @)@ ) is used for the optimal random effects.

U
The notation U(beta, theta, u) ( @(@ U( \beta , \theta , u ) @)@ ) is used for the first order optimal random effects.

W
The notation W(beta, theta, u) ( @(@ W( \beta , \theta , u ) @)@ ) is used for the second order approximation of optimal random effects.

theta
The notation theta ( @(@ \theta @)@ ) is used for the vector of fixed effects.

y
The notation y is used for data that depends on the random effects.

z
The notation z is used for data that does not depend on the random effects.
Input File: omh/math_notation.omh