Cavender Felsenstein Neyman model with root distribution $\pi = \left(\frac{1}{2}, \frac{1}{2}\right)$.
The transition matrix associated with edge $i$ is of the form
$$M_j = \begin{pmatrix}
a_i & b_i\\
b_i & a_i
\end{pmatrix}$$ and the Fourier parameters are $\left(x_i, y_i\right)$ for all edges $i$.
For examples on how to load and use .mrdi files, please see our notions and notations page or refer to the official OSCAR documentation.
Tree 5-0-0-0-0-1-0
Evolutionary model
Summary
Dimension
7
Degree
44
Probability coordinates
16
Fourier coordinates
16
Dimension of Singular locus
-
Degree of Singular locus
-
ML degree
2098
ED degree
334
Model parametrizations
Probability parametrization
$\begin{align}
p_{\texttt{ACCCC}} &= \frac{1}{4}(2a_1a_3a_4a_5b_2b_6 + 2a_1a_6b_2b_3b_4b_5 + 2a_2a_3a_4a_5a_6b_1 + 2a_2b_1b_3b_4b_5b_6) \\[0.5em]
p_{\texttt{ACCCA}} &= \frac{1}{4}(2a_1a_3a_4b_2b_5b_6 + 2a_1a_5a_6b_2b_3b_4 + 2a_2a_3a_4a_6b_1b_5 + 2a_2a_5b_1b_3b_4b_6) \\[0.5em]
p_{\texttt{ACCAC}} &= \frac{1}{4}(2a_1a_3a_5b_2b_4b_6 + 2a_1a_4a_6b_2b_3b_5 + 2a_2a_3a_5a_6b_1b_4 + 2a_2a_4b_1b_3b_5b_6) \\[0.5em]
p_{\texttt{ACCAA}} &= \frac{1}{4}(2a_1a_3b_2b_4b_5b_6 + 2a_1a_4a_5a_6b_2b_3 + 2a_2a_3a_6b_1b_4b_5 + 2a_2a_4a_5b_1b_3b_6) \\[0.5em]
p_{\texttt{ACACC}} &= \frac{1}{4}(2a_1a_3a_6b_2b_4b_5 + 2a_1a_4a_5b_2b_3b_6 + 2a_2a_3b_1b_4b_5b_6 + 2a_2a_4a_5a_6b_1b_3) \\[0.5em]
p_{\texttt{ACACA}} &= \frac{1}{4}(2a_1a_3a_5a_6b_2b_4 + 2a_1a_4b_2b_3b_5b_6 + 2a_2a_3a_5b_1b_4b_6 + 2a_2a_4a_6b_1b_3b_5) \\[0.5em]
p_{\texttt{ACAAC}} &= \frac{1}{4}(2a_1a_3a_4a_6b_2b_5 + 2a_1a_5b_2b_3b_4b_6 + 2a_2a_3a_4b_1b_5b_6 + 2a_2a_5a_6b_1b_3b_4) \\[0.5em]
p_{\texttt{ACAAA}} &= \frac{1}{4}(2a_1a_3a_4a_5a_6b_2 + 2a_1b_2b_3b_4b_5b_6 + 2a_2a_3a_4a_5b_1b_6 + 2a_2a_6b_1b_3b_4b_5) \\[0.5em]
p_{\texttt{AACCC}} &= \frac{1}{4}(2a_1a_2a_3a_4a_5b_6 + 2a_1a_2a_6b_3b_4b_5 + 2a_3a_4a_5a_6b_1b_2 + 2b_1b_2b_3b_4b_5b_6) \\[0.5em]
p_{\texttt{AACCA}} &= \frac{1}{4}(2a_1a_2a_3a_4b_5b_6 + 2a_1a_2a_5a_6b_3b_4 + 2a_3a_4a_6b_1b_2b_5 + 2a_5b_1b_2b_3b_4b_6) \\[0.5em]
p_{\texttt{AACAC}} &= \frac{1}{4}(2a_1a_2a_3a_5b_4b_6 + 2a_1a_2a_4a_6b_3b_5 + 2a_3a_5a_6b_1b_2b_4 + 2a_4b_1b_2b_3b_5b_6) \\[0.5em]
p_{\texttt{AACAA}} &= \frac{1}{4}(2a_1a_2a_3b_4b_5b_6 + 2a_1a_2a_4a_5a_6b_3 + 2a_3a_6b_1b_2b_4b_5 + 2a_4a_5b_1b_2b_3b_6) \\[0.5em]
p_{\texttt{AAACC}} &= \frac{1}{4}(2a_1a_2a_3a_6b_4b_5 + 2a_1a_2a_4a_5b_3b_6 + 2a_3b_1b_2b_4b_5b_6 + 2a_4a_5a_6b_1b_2b_3) \\[0.5em]
p_{\texttt{AAACA}} &= \frac{1}{4}(2a_1a_2a_3a_5a_6b_4 + 2a_1a_2a_4b_3b_5b_6 + 2a_3a_5b_1b_2b_4b_6 + 2a_4a_6b_1b_2b_3b_5) \\[0.5em]
p_{\texttt{AAAAC}} &= \frac{1}{4}(2a_1a_2a_3a_4a_6b_5 + 2a_1a_2a_5b_3b_4b_6 + 2a_3a_4b_1b_2b_5b_6 + 2a_5a_6b_1b_2b_3b_4) \\[0.5em]
p_{\texttt{AAAAA}} &= \frac{1}{4}(2a_1a_2a_3a_4a_5a_6 + 2a_1a_2b_3b_4b_5b_6 + 2a_3a_4a_5b_1b_2b_6 + 2a_6b_1b_2b_3b_4b_5)
\end{align}$
Fourier parametrization
$\begin{align}
q_{\texttt{CCCCA}} &= x_5x_6y_1y_2y_3y_4 \\[0.5em]
q_{\texttt{CCCAC}} &= x_4x_6y_1y_2y_3y_5 \\[0.5em]
q_{\texttt{CCACC}} &= x_3x_6y_1y_2y_4y_5 \\[0.5em]
q_{\texttt{CCAAA}} &= x_3x_4x_5x_6y_1y_2 \\[0.5em]
q_{\texttt{CACCC}} &= x_2y_1y_3y_4y_5y_6 \\[0.5em]
q_{\texttt{CACAA}} &= x_2x_4x_5y_1y_3y_6 \\[0.5em]
q_{\texttt{CAACA}} &= x_2x_3x_5y_1y_4y_6 \\[0.5em]
q_{\texttt{CAAAC}} &= x_2x_3x_4y_1y_5y_6 \\[0.5em]
q_{\texttt{ACCCC}} &= x_1y_2y_3y_4y_5y_6 \\[0.5em]
q_{\texttt{ACCAA}} &= x_1x_4x_5y_2y_3y_6 \\[0.5em]
q_{\texttt{ACACA}} &= x_1x_3x_5y_2y_4y_6 \\[0.5em]
q_{\texttt{ACAAC}} &= x_1x_3x_4y_2y_5y_6 \\[0.5em]
q_{\texttt{AACCA}} &= x_1x_2x_5x_6y_3y_4 \\[0.5em]
q_{\texttt{AACAC}} &= x_1x_2x_4x_6y_3y_5 \\[0.5em]
q_{\texttt{AAACC}} &= x_1x_2x_3x_6y_4y_5 \\[0.5em]
q_{\texttt{AAAAA}} &= x_1x_2x_3x_4x_5x_6
\end{align}$
Equivalent classes of probability parametrization
$\begin{align}
\text{Class } &p_{\texttt{AAAAA}}:\ p_{\texttt{AAAAA}},\ p_{\texttt{CCCCC}} \\[0.5em]
\text{Class } &p_{\texttt{AAAAC}}:\ p_{\texttt{AAAAC}},\ p_{\texttt{CCCCA}} \\[0.5em]
\text{Class } &p_{\texttt{AAACA}}:\ p_{\texttt{AAACA}},\ p_{\texttt{CCCAC}} \\[0.5em]
\text{Class } &p_{\texttt{AAACC}}:\ p_{\texttt{AAACC}},\ p_{\texttt{CCCAA}} \\[0.5em]
\text{Class } &p_{\texttt{AACAA}}:\ p_{\texttt{AACAA}},\ p_{\texttt{CCACC}} \\[0.5em]
\text{Class } &p_{\texttt{AACAC}}:\ p_{\texttt{AACAC}},\ p_{\texttt{CCACA}} \\[0.5em]
\text{Class } &p_{\texttt{AACCA}}:\ p_{\texttt{AACCA}},\ p_{\texttt{CCAAC}} \\[0.5em]
\text{Class } &p_{\texttt{AACCC}}:\ p_{\texttt{AACCC}},\ p_{\texttt{CCAAA}} \\[0.5em]
\text{Class } &p_{\texttt{ACAAA}}:\ p_{\texttt{ACAAA}},\ p_{\texttt{CACCC}} \\[0.5em]
\text{Class } &p_{\texttt{ACAAC}}:\ p_{\texttt{ACAAC}},\ p_{\texttt{CACCA}} \\[0.5em]
\text{Class } &p_{\texttt{ACACA}}:\ p_{\texttt{ACACA}},\ p_{\texttt{CACAC}} \\[0.5em]
\text{Class } &p_{\texttt{ACACC}}:\ p_{\texttt{ACACC}},\ p_{\texttt{CACAA}} \\[0.5em]
\text{Class } &p_{\texttt{ACCAA}}:\ p_{\texttt{ACCAA}},\ p_{\texttt{CAACC}} \\[0.5em]
\text{Class } &p_{\texttt{ACCAC}}:\ p_{\texttt{ACCAC}},\ p_{\texttt{CAACA}} \\[0.5em]
\text{Class } &p_{\texttt{ACCCA}}:\ p_{\texttt{ACCCA}},\ p_{\texttt{CAAAC}} \\[0.5em]
\text{Class } &p_{\texttt{ACCCC}}:\ p_{\texttt{ACCCC}},\ p_{\texttt{CAAAA}}
\end{align}$
Equivalent classes of Fourier parametrization
$\begin{align}
\text{Class } &0:\ q_{\texttt{AAAAC}}, q_{\texttt{AAACA}}, q_{\texttt{AACAA}}, q_{\texttt{AACCC}}, q_{\texttt{ACAAA}}, q_{\texttt{ACACC}}, q_{\texttt{ACCAC}}, q_{\texttt{ACCCA}}, q_{\texttt{CAAAA}}, q_{\texttt{CAACC}}, q_{\texttt{CACAC}}, q_{\texttt{CACCA}}, q_{\texttt{CCAAC}}, q_{\texttt{CCACA}}, q_{\texttt{CCCAA}}, q_{\texttt{CCCCC}} \\[0.5em]
\text{Class } &q_{\texttt{AAAAA}}:\ q_{\texttt{AAAAA}} \\[0.5em]
\text{Class } &q_{\texttt{AAACC}}:\ q_{\texttt{AAACC}} \\[0.5em]
\text{Class } &q_{\texttt{AACAC}}:\ q_{\texttt{AACAC}} \\[0.5em]
\text{Class } &q_{\texttt{AACCA}}:\ q_{\texttt{AACCA}} \\[0.5em]
\text{Class } &q_{\texttt{ACAAC}}:\ q_{\texttt{ACAAC}} \\[0.5em]
\text{Class } &q_{\texttt{ACACA}}:\ q_{\texttt{ACACA}} \\[0.5em]
\text{Class } &q_{\texttt{ACCAA}}:\ q_{\texttt{ACCAA}} \\[0.5em]
\text{Class } &q_{\texttt{ACCCC}}:\ q_{\texttt{ACCCC}} \\[0.5em]
\text{Class } &q_{\texttt{CAAAC}}:\ q_{\texttt{CAAAC}} \\[0.5em]
\text{Class } &q_{\texttt{CAACA}}:\ q_{\texttt{CAACA}} \\[0.5em]
\text{Class } &q_{\texttt{CACAA}}:\ q_{\texttt{CACAA}} \\[0.5em]
\text{Class } &q_{\texttt{CACCC}}:\ q_{\texttt{CACCC}} \\[0.5em]
\text{Class } &q_{\texttt{CCAAA}}:\ q_{\texttt{CCAAA}} \\[0.5em]
\text{Class } &q_{\texttt{CCACC}}:\ q_{\texttt{CCACC}} \\[0.5em]
\text{Class } &q_{\texttt{CCCAC}}:\ q_{\texttt{CCCAC}} \\[0.5em]
\text{Class } &q_{\texttt{CCCCA}}:\ q_{\texttt{CCCCA}}
\end{align}$
Phylogenetic invariants
Minimal generating set of the vanishing ideal
Ideal generated by $$ \begin{align}
-q_{\texttt{ACCCC}}q_{\texttt{AAAAA}} + q_{\texttt{ACCAA}}q_{\texttt{AAACC}} \\
-q_{\texttt{CACCC}}q_{\texttt{AAAAA}} + q_{\texttt{CACAA}}q_{\texttt{AAACC}} \\
-q_{\texttt{CCACC}}q_{\texttt{AAAAA}} + q_{\texttt{CCAAA}}q_{\texttt{AAACC}} \\
-q_{\texttt{ACCCC}}q_{\texttt{AAAAA}} + q_{\texttt{ACACA}}q_{\texttt{AACAC}} \\
-q_{\texttt{CACCC}}q_{\texttt{AAAAA}} + q_{\texttt{CAACA}}q_{\texttt{AACAC}} \\
-q_{\texttt{CCCAC}}q_{\texttt{AAAAA}} + q_{\texttt{CCAAA}}q_{\texttt{AACAC}} \\
-q_{\texttt{CCCAC}}q_{\texttt{AAACC}} + q_{\texttt{CCACC}}q_{\texttt{AACAC}} \\
-q_{\texttt{ACCCC}}q_{\texttt{AAAAA}} + q_{\texttt{ACAAC}}q_{\texttt{AACCA}} \\
-q_{\texttt{CACCC}}q_{\texttt{AAAAA}} + q_{\texttt{CAAAC}}q_{\texttt{AACCA}} \\
-q_{\texttt{CCCCA}}q_{\texttt{AAAAA}} + q_{\texttt{CCAAA}}q_{\texttt{AACCA}} \\
-q_{\texttt{CCCCA}}q_{\texttt{AAACC}} + q_{\texttt{CCACC}}q_{\texttt{AACCA}} \\
-q_{\texttt{CCCCA}}q_{\texttt{AACAC}} + q_{\texttt{CCCAC}}q_{\texttt{AACCA}} \\
-q_{\texttt{CAACA}}q_{\texttt{ACAAC}} + q_{\texttt{CAAAC}}q_{\texttt{ACACA}} \\
-q_{\texttt{CCCCA}}q_{\texttt{ACAAC}} + q_{\texttt{CCCAC}}q_{\texttt{ACACA}} \\
-q_{\texttt{CACAA}}q_{\texttt{ACAAC}} + q_{\texttt{CAAAC}}q_{\texttt{ACCAA}} \\
-q_{\texttt{CACAA}}q_{\texttt{ACACA}} + q_{\texttt{CAACA}}q_{\texttt{ACCAA}} \\
-q_{\texttt{CCCCA}}q_{\texttt{ACAAC}} + q_{\texttt{CCACC}}q_{\texttt{ACCAA}} \\
-q_{\texttt{CACCC}}q_{\texttt{ACAAC}} + q_{\texttt{CAAAC}}q_{\texttt{ACCCC}} \\
-q_{\texttt{CACCC}}q_{\texttt{ACACA}} + q_{\texttt{CAACA}}q_{\texttt{ACCCC}} \\
-q_{\texttt{CACCC}}q_{\texttt{ACCAA}} + q_{\texttt{CACAA}}q_{\texttt{ACCCC}} \\
-q_{\texttt{CCCCA}}q_{\texttt{ACAAC}} + q_{\texttt{CCAAA}}q_{\texttt{ACCCC}} \\
-q_{\texttt{CCCCA}}q_{\texttt{CAAAC}} + q_{\texttt{CCCAC}}q_{\texttt{CAACA}} \\
-q_{\texttt{CCCCA}}q_{\texttt{CAAAC}} + q_{\texttt{CCACC}}q_{\texttt{CACAA}} \\
-q_{\texttt{CCCCA}}q_{\texttt{CAAAC}} + q_{\texttt{CCAAA}}q_{\texttt{CACCC}}
\end{align} $$
Gröbner basis of the vanishing ideal
Gröbner basis with respect to the ordering
$ \texttt{degrevlex}\ [ q_{\texttt{CCCCA}}, q_{\texttt{CCCAC}}, q_{\texttt{CCACC}}, q_{\texttt{CCAAA}}, q_{\texttt{CACCC}}, q_{\texttt{CACAA}}, q_{\texttt{CAACA}}, q_{\texttt{CAAAC}}, q_{\texttt{ACCCC}}, q_{\texttt{ACCAA}}, q_{\texttt{ACACA}}, q_{\texttt{ACAAC}}, q_{\texttt{AACCA}}, q_{\texttt{AACAC}}, q_{\texttt{AAACC}}, q_{\texttt{AAAAA}} ] $
and with elements $$ \begin{align}
-q_{\texttt{ACCCC}}q_{\texttt{AAAAA}} + q_{\texttt{ACCAA}}q_{\texttt{AAACC}} \\
-q_{\texttt{CACCC}}q_{\texttt{AAAAA}} + q_{\texttt{CACAA}}q_{\texttt{AAACC}} \\
-q_{\texttt{CCACC}}q_{\texttt{AAAAA}} + q_{\texttt{CCAAA}}q_{\texttt{AAACC}} \\
-q_{\texttt{ACCCC}}q_{\texttt{AAAAA}} + q_{\texttt{ACACA}}q_{\texttt{AACAC}} \\
-q_{\texttt{CACCC}}q_{\texttt{AAAAA}} + q_{\texttt{CAACA}}q_{\texttt{AACAC}} \\
-q_{\texttt{CCCAC}}q_{\texttt{AAAAA}} + q_{\texttt{CCAAA}}q_{\texttt{AACAC}} \\
-q_{\texttt{CCCAC}}q_{\texttt{AAACC}} + q_{\texttt{CCACC}}q_{\texttt{AACAC}} \\
-q_{\texttt{ACCCC}}q_{\texttt{AAAAA}} + q_{\texttt{ACAAC}}q_{\texttt{AACCA}} \\
-q_{\texttt{CACCC}}q_{\texttt{AAAAA}} + q_{\texttt{CAAAC}}q_{\texttt{AACCA}} \\
-q_{\texttt{CCCCA}}q_{\texttt{AAAAA}} + q_{\texttt{CCAAA}}q_{\texttt{AACCA}} \\
-q_{\texttt{CCCCA}}q_{\texttt{AAACC}} + q_{\texttt{CCACC}}q_{\texttt{AACCA}} \\
-q_{\texttt{CCCCA}}q_{\texttt{AACAC}} + q_{\texttt{CCCAC}}q_{\texttt{AACCA}} \\
-q_{\texttt{CAACA}}q_{\texttt{ACAAC}} + q_{\texttt{CAAAC}}q_{\texttt{ACACA}} \\
-q_{\texttt{CCCCA}}q_{\texttt{ACAAC}} + q_{\texttt{CCCAC}}q_{\texttt{ACACA}} \\
-q_{\texttt{CACAA}}q_{\texttt{ACAAC}} + q_{\texttt{CAAAC}}q_{\texttt{ACCAA}} \\
-q_{\texttt{CACAA}}q_{\texttt{ACACA}} + q_{\texttt{CAACA}}q_{\texttt{ACCAA}} \\
-q_{\texttt{CCCCA}}q_{\texttt{ACAAC}} + q_{\texttt{CCACC}}q_{\texttt{ACCAA}} \\
-q_{\texttt{CACCC}}q_{\texttt{ACAAC}} + q_{\texttt{CAAAC}}q_{\texttt{ACCCC}} \\
-q_{\texttt{CACCC}}q_{\texttt{ACACA}} + q_{\texttt{CAACA}}q_{\texttt{ACCCC}} \\
-q_{\texttt{CACCC}}q_{\texttt{ACCAA}} + q_{\texttt{CACAA}}q_{\texttt{ACCCC}} \\
-q_{\texttt{CCCCA}}q_{\texttt{ACAAC}} + q_{\texttt{CCAAA}}q_{\texttt{ACCCC}} \\
-q_{\texttt{CCCCA}}q_{\texttt{CAAAC}} + q_{\texttt{CCCAC}}q_{\texttt{CAACA}} \\
-q_{\texttt{CCCCA}}q_{\texttt{CAAAC}} + q_{\texttt{CCACC}}q_{\texttt{CACAA}} \\
-q_{\texttt{CCCCA}}q_{\texttt{CAAAC}} + q_{\texttt{CCAAA}}q_{\texttt{CACCC}} \\
q_{\texttt{CCCCA}}q_{\texttt{ACAAC}}q_{\texttt{AAACC}} - q_{\texttt{CCACC}}q_{\texttt{ACCCC}}q_{\texttt{AAAAA}} \\
q_{\texttt{CCCCA}}q_{\texttt{CAAAC}}q_{\texttt{AAACC}} - q_{\texttt{CCACC}}q_{\texttt{CACCC}}q_{\texttt{AAAAA}} \\
q_{\texttt{CCCCA}}q_{\texttt{ACAAC}}q_{\texttt{AACAC}} - q_{\texttt{CCCAC}}q_{\texttt{ACCCC}}q_{\texttt{AAAAA}} \\
q_{\texttt{CCCCA}}q_{\texttt{CAAAC}}q_{\texttt{AACAC}} - q_{\texttt{CCCAC}}q_{\texttt{CACCC}}q_{\texttt{AAAAA}}
\end{align} $$
Additional information
Cardinality of the smallest set of generators for the ideal
24
Cardinality of the degree reverse lexicographic reduced Gröbner basis
28
Largest degree in a minimal generating set for the ideal
2
Largest degree of a generator in the reduced Gröbner basis
3
Linear coordinate transformations
Probability $\to$ Fourier
$\begin{align}
q_{\texttt{CCCCA}} &= -p_{\texttt{ACCCC}} - p_{\texttt{ACCCA}} + p_{\texttt{ACCAC}} + p_{\texttt{ACCAA}} + p_{\texttt{ACACC}} + p_{\texttt{ACACA}} - p_{\texttt{ACAAC}} - p_{\texttt{ACAAA}} + p_{\texttt{AACCC}} + p_{\texttt{AACCA}} - p_{\texttt{AACAC}} - p_{\texttt{AACAA}} - p_{\texttt{AAACC}} - p_{\texttt{AAACA}} + p_{\texttt{AAAAC}} + p_{\texttt{AAAAA}} \\[0.5em]
q_{\texttt{CCCAC}} &= -p_{\texttt{ACCCC}} + p_{\texttt{ACCCA}} - p_{\texttt{ACCAC}} + p_{\texttt{ACCAA}} + p_{\texttt{ACACC}} - p_{\texttt{ACACA}} + p_{\texttt{ACAAC}} - p_{\texttt{ACAAA}} + p_{\texttt{AACCC}} - p_{\texttt{AACCA}} + p_{\texttt{AACAC}} - p_{\texttt{AACAA}} - p_{\texttt{AAACC}} + p_{\texttt{AAACA}} - p_{\texttt{AAAAC}} + p_{\texttt{AAAAA}} \\[0.5em]
q_{\texttt{CCACC}} &= -p_{\texttt{ACCCC}} + p_{\texttt{ACCCA}} + p_{\texttt{ACCAC}} - p_{\texttt{ACCAA}} - p_{\texttt{ACACC}} + p_{\texttt{ACACA}} + p_{\texttt{ACAAC}} - p_{\texttt{ACAAA}} + p_{\texttt{AACCC}} - p_{\texttt{AACCA}} - p_{\texttt{AACAC}} + p_{\texttt{AACAA}} + p_{\texttt{AAACC}} - p_{\texttt{AAACA}} - p_{\texttt{AAAAC}} + p_{\texttt{AAAAA}} \\[0.5em]
q_{\texttt{CCAAA}} &= -p_{\texttt{ACCCC}} - p_{\texttt{ACCCA}} - p_{\texttt{ACCAC}} - p_{\texttt{ACCAA}} - p_{\texttt{ACACC}} - p_{\texttt{ACACA}} - p_{\texttt{ACAAC}} - p_{\texttt{ACAAA}} + p_{\texttt{AACCC}} + p_{\texttt{AACCA}} + p_{\texttt{AACAC}} + p_{\texttt{AACAA}} + p_{\texttt{AAACC}} + p_{\texttt{AAACA}} + p_{\texttt{AAAAC}} + p_{\texttt{AAAAA}} \\[0.5em]
q_{\texttt{CACCC}} &= -p_{\texttt{ACCCC}} + p_{\texttt{ACCCA}} + p_{\texttt{ACCAC}} - p_{\texttt{ACCAA}} + p_{\texttt{ACACC}} - p_{\texttt{ACACA}} - p_{\texttt{ACAAC}} + p_{\texttt{ACAAA}} - p_{\texttt{AACCC}} + p_{\texttt{AACCA}} + p_{\texttt{AACAC}} - p_{\texttt{AACAA}} + p_{\texttt{AAACC}} - p_{\texttt{AAACA}} - p_{\texttt{AAAAC}} + p_{\texttt{AAAAA}} \\[0.5em]
q_{\texttt{CACAA}} &= -p_{\texttt{ACCCC}} - p_{\texttt{ACCCA}} - p_{\texttt{ACCAC}} - p_{\texttt{ACCAA}} + p_{\texttt{ACACC}} + p_{\texttt{ACACA}} + p_{\texttt{ACAAC}} + p_{\texttt{ACAAA}} - p_{\texttt{AACCC}} - p_{\texttt{AACCA}} - p_{\texttt{AACAC}} - p_{\texttt{AACAA}} + p_{\texttt{AAACC}} + p_{\texttt{AAACA}} + p_{\texttt{AAAAC}} + p_{\texttt{AAAAA}} \\[0.5em]
q_{\texttt{CAACA}} &= -p_{\texttt{ACCCC}} - p_{\texttt{ACCCA}} + p_{\texttt{ACCAC}} + p_{\texttt{ACCAA}} - p_{\texttt{ACACC}} - p_{\texttt{ACACA}} + p_{\texttt{ACAAC}} + p_{\texttt{ACAAA}} - p_{\texttt{AACCC}} - p_{\texttt{AACCA}} + p_{\texttt{AACAC}} + p_{\texttt{AACAA}} - p_{\texttt{AAACC}} - p_{\texttt{AAACA}} + p_{\texttt{AAAAC}} + p_{\texttt{AAAAA}} \\[0.5em]
q_{\texttt{CAAAC}} &= -p_{\texttt{ACCCC}} + p_{\texttt{ACCCA}} - p_{\texttt{ACCAC}} + p_{\texttt{ACCAA}} - p_{\texttt{ACACC}} + p_{\texttt{ACACA}} - p_{\texttt{ACAAC}} + p_{\texttt{ACAAA}} - p_{\texttt{AACCC}} + p_{\texttt{AACCA}} - p_{\texttt{AACAC}} + p_{\texttt{AACAA}} - p_{\texttt{AAACC}} + p_{\texttt{AAACA}} - p_{\texttt{AAAAC}} + p_{\texttt{AAAAA}} \\[0.5em]
q_{\texttt{ACCCC}} &= p_{\texttt{ACCCC}} - p_{\texttt{ACCCA}} - p_{\texttt{ACCAC}} + p_{\texttt{ACCAA}} - p_{\texttt{ACACC}} + p_{\texttt{ACACA}} + p_{\texttt{ACAAC}} - p_{\texttt{ACAAA}} - p_{\texttt{AACCC}} + p_{\texttt{AACCA}} + p_{\texttt{AACAC}} - p_{\texttt{AACAA}} + p_{\texttt{AAACC}} - p_{\texttt{AAACA}} - p_{\texttt{AAAAC}} + p_{\texttt{AAAAA}} \\[0.5em]
q_{\texttt{ACCAA}} &= p_{\texttt{ACCCC}} + p_{\texttt{ACCCA}} + p_{\texttt{ACCAC}} + p_{\texttt{ACCAA}} - p_{\texttt{ACACC}} - p_{\texttt{ACACA}} - p_{\texttt{ACAAC}} - p_{\texttt{ACAAA}} - p_{\texttt{AACCC}} - p_{\texttt{AACCA}} - p_{\texttt{AACAC}} - p_{\texttt{AACAA}} + p_{\texttt{AAACC}} + p_{\texttt{AAACA}} + p_{\texttt{AAAAC}} + p_{\texttt{AAAAA}} \\[0.5em]
q_{\texttt{ACACA}} &= p_{\texttt{ACCCC}} + p_{\texttt{ACCCA}} - p_{\texttt{ACCAC}} - p_{\texttt{ACCAA}} + p_{\texttt{ACACC}} + p_{\texttt{ACACA}} - p_{\texttt{ACAAC}} - p_{\texttt{ACAAA}} - p_{\texttt{AACCC}} - p_{\texttt{AACCA}} + p_{\texttt{AACAC}} + p_{\texttt{AACAA}} - p_{\texttt{AAACC}} - p_{\texttt{AAACA}} + p_{\texttt{AAAAC}} + p_{\texttt{AAAAA}} \\[0.5em]
q_{\texttt{ACAAC}} &= p_{\texttt{ACCCC}} - p_{\texttt{ACCCA}} + p_{\texttt{ACCAC}} - p_{\texttt{ACCAA}} + p_{\texttt{ACACC}} - p_{\texttt{ACACA}} + p_{\texttt{ACAAC}} - p_{\texttt{ACAAA}} - p_{\texttt{AACCC}} + p_{\texttt{AACCA}} - p_{\texttt{AACAC}} + p_{\texttt{AACAA}} - p_{\texttt{AAACC}} + p_{\texttt{AAACA}} - p_{\texttt{AAAAC}} + p_{\texttt{AAAAA}} \\[0.5em]
q_{\texttt{AACCA}} &= p_{\texttt{ACCCC}} + p_{\texttt{ACCCA}} - p_{\texttt{ACCAC}} - p_{\texttt{ACCAA}} - p_{\texttt{ACACC}} - p_{\texttt{ACACA}} + p_{\texttt{ACAAC}} + p_{\texttt{ACAAA}} + p_{\texttt{AACCC}} + p_{\texttt{AACCA}} - p_{\texttt{AACAC}} - p_{\texttt{AACAA}} - p_{\texttt{AAACC}} - p_{\texttt{AAACA}} + p_{\texttt{AAAAC}} + p_{\texttt{AAAAA}} \\[0.5em]
q_{\texttt{AACAC}} &= p_{\texttt{ACCCC}} - p_{\texttt{ACCCA}} + p_{\texttt{ACCAC}} - p_{\texttt{ACCAA}} - p_{\texttt{ACACC}} + p_{\texttt{ACACA}} - p_{\texttt{ACAAC}} + p_{\texttt{ACAAA}} + p_{\texttt{AACCC}} - p_{\texttt{AACCA}} + p_{\texttt{AACAC}} - p_{\texttt{AACAA}} - p_{\texttt{AAACC}} + p_{\texttt{AAACA}} - p_{\texttt{AAAAC}} + p_{\texttt{AAAAA}} \\[0.5em]
q_{\texttt{AAACC}} &= p_{\texttt{ACCCC}} - p_{\texttt{ACCCA}} - p_{\texttt{ACCAC}} + p_{\texttt{ACCAA}} + p_{\texttt{ACACC}} - p_{\texttt{ACACA}} - p_{\texttt{ACAAC}} + p_{\texttt{ACAAA}} + p_{\texttt{AACCC}} - p_{\texttt{AACCA}} - p_{\texttt{AACAC}} + p_{\texttt{AACAA}} + p_{\texttt{AAACC}} - p_{\texttt{AAACA}} - p_{\texttt{AAAAC}} + p_{\texttt{AAAAA}} \\[0.5em]
q_{\texttt{AAAAA}} &= p_{\texttt{ACCCC}} + p_{\texttt{ACCCA}} + p_{\texttt{ACCAC}} + p_{\texttt{ACCAA}} + p_{\texttt{ACACC}} + p_{\texttt{ACACA}} + p_{\texttt{ACAAC}} + p_{\texttt{ACAAA}} + p_{\texttt{AACCC}} + p_{\texttt{AACCA}} + p_{\texttt{AACAC}} + p_{\texttt{AACAA}} + p_{\texttt{AAACC}} + p_{\texttt{AAACA}} + p_{\texttt{AAAAC}} + p_{\texttt{AAAAA}}
\end{align}$
Fourier $\to$ Probability
$\begin{align}
p_{\texttt{ACCCC}} &= -\frac{1}{16}q_{\texttt{CCCCA}} - \frac{1}{16}q_{\texttt{CCCAC}} - \frac{1}{16}q_{\texttt{CCACC}} - \frac{1}{16}q_{\texttt{CCAAA}} - \frac{1}{16}q_{\texttt{CACCC}} - \frac{1}{16}q_{\texttt{CACAA}} - \frac{1}{16}q_{\texttt{CAACA}} - \frac{1}{16}q_{\texttt{CAAAC}} + \frac{1}{16}q_{\texttt{ACCCC}} + \frac{1}{16}q_{\texttt{ACCAA}} + \frac{1}{16}q_{\texttt{ACACA}} + \frac{1}{16}q_{\texttt{ACAAC}} + \frac{1}{16}q_{\texttt{AACCA}} + \frac{1}{16}q_{\texttt{AACAC}} + \frac{1}{16}q_{\texttt{AAACC}} + \frac{1}{16}q_{\texttt{AAAAA}} \\[0.5em]
p_{\texttt{ACCCA}} &= -\frac{1}{16}q_{\texttt{CCCCA}} + \frac{1}{16}q_{\texttt{CCCAC}} + \frac{1}{16}q_{\texttt{CCACC}} - \frac{1}{16}q_{\texttt{CCAAA}} + \frac{1}{16}q_{\texttt{CACCC}} - \frac{1}{16}q_{\texttt{CACAA}} - \frac{1}{16}q_{\texttt{CAACA}} + \frac{1}{16}q_{\texttt{CAAAC}} - \frac{1}{16}q_{\texttt{ACCCC}} + \frac{1}{16}q_{\texttt{ACCAA}} + \frac{1}{16}q_{\texttt{ACACA}} - \frac{1}{16}q_{\texttt{ACAAC}} + \frac{1}{16}q_{\texttt{AACCA}} - \frac{1}{16}q_{\texttt{AACAC}} - \frac{1}{16}q_{\texttt{AAACC}} + \frac{1}{16}q_{\texttt{AAAAA}} \\[0.5em]
p_{\texttt{ACCAC}} &= \frac{1}{16}q_{\texttt{CCCCA}} - \frac{1}{16}q_{\texttt{CCCAC}} + \frac{1}{16}q_{\texttt{CCACC}} - \frac{1}{16}q_{\texttt{CCAAA}} + \frac{1}{16}q_{\texttt{CACCC}} - \frac{1}{16}q_{\texttt{CACAA}} + \frac{1}{16}q_{\texttt{CAACA}} - \frac{1}{16}q_{\texttt{CAAAC}} - \frac{1}{16}q_{\texttt{ACCCC}} + \frac{1}{16}q_{\texttt{ACCAA}} - \frac{1}{16}q_{\texttt{ACACA}} + \frac{1}{16}q_{\texttt{ACAAC}} - \frac{1}{16}q_{\texttt{AACCA}} + \frac{1}{16}q_{\texttt{AACAC}} - \frac{1}{16}q_{\texttt{AAACC}} + \frac{1}{16}q_{\texttt{AAAAA}} \\[0.5em]
p_{\texttt{ACCAA}} &= \frac{1}{16}q_{\texttt{CCCCA}} + \frac{1}{16}q_{\texttt{CCCAC}} - \frac{1}{16}q_{\texttt{CCACC}} - \frac{1}{16}q_{\texttt{CCAAA}} - \frac{1}{16}q_{\texttt{CACCC}} - \frac{1}{16}q_{\texttt{CACAA}} + \frac{1}{16}q_{\texttt{CAACA}} + \frac{1}{16}q_{\texttt{CAAAC}} + \frac{1}{16}q_{\texttt{ACCCC}} + \frac{1}{16}q_{\texttt{ACCAA}} - \frac{1}{16}q_{\texttt{ACACA}} - \frac{1}{16}q_{\texttt{ACAAC}} - \frac{1}{16}q_{\texttt{AACCA}} - \frac{1}{16}q_{\texttt{AACAC}} + \frac{1}{16}q_{\texttt{AAACC}} + \frac{1}{16}q_{\texttt{AAAAA}} \\[0.5em]
p_{\texttt{ACACC}} &= \frac{1}{16}q_{\texttt{CCCCA}} + \frac{1}{16}q_{\texttt{CCCAC}} - \frac{1}{16}q_{\texttt{CCACC}} - \frac{1}{16}q_{\texttt{CCAAA}} + \frac{1}{16}q_{\texttt{CACCC}} + \frac{1}{16}q_{\texttt{CACAA}} - \frac{1}{16}q_{\texttt{CAACA}} - \frac{1}{16}q_{\texttt{CAAAC}} - \frac{1}{16}q_{\texttt{ACCCC}} - \frac{1}{16}q_{\texttt{ACCAA}} + \frac{1}{16}q_{\texttt{ACACA}} + \frac{1}{16}q_{\texttt{ACAAC}} - \frac{1}{16}q_{\texttt{AACCA}} - \frac{1}{16}q_{\texttt{AACAC}} + \frac{1}{16}q_{\texttt{AAACC}} + \frac{1}{16}q_{\texttt{AAAAA}} \\[0.5em]
p_{\texttt{ACACA}} &= \frac{1}{16}q_{\texttt{CCCCA}} - \frac{1}{16}q_{\texttt{CCCAC}} + \frac{1}{16}q_{\texttt{CCACC}} - \frac{1}{16}q_{\texttt{CCAAA}} - \frac{1}{16}q_{\texttt{CACCC}} + \frac{1}{16}q_{\texttt{CACAA}} - \frac{1}{16}q_{\texttt{CAACA}} + \frac{1}{16}q_{\texttt{CAAAC}} + \frac{1}{16}q_{\texttt{ACCCC}} - \frac{1}{16}q_{\texttt{ACCAA}} + \frac{1}{16}q_{\texttt{ACACA}} - \frac{1}{16}q_{\texttt{ACAAC}} - \frac{1}{16}q_{\texttt{AACCA}} + \frac{1}{16}q_{\texttt{AACAC}} - \frac{1}{16}q_{\texttt{AAACC}} + \frac{1}{16}q_{\texttt{AAAAA}} \\[0.5em]
p_{\texttt{ACAAC}} &= -\frac{1}{16}q_{\texttt{CCCCA}} + \frac{1}{16}q_{\texttt{CCCAC}} + \frac{1}{16}q_{\texttt{CCACC}} - \frac{1}{16}q_{\texttt{CCAAA}} - \frac{1}{16}q_{\texttt{CACCC}} + \frac{1}{16}q_{\texttt{CACAA}} + \frac{1}{16}q_{\texttt{CAACA}} - \frac{1}{16}q_{\texttt{CAAAC}} + \frac{1}{16}q_{\texttt{ACCCC}} - \frac{1}{16}q_{\texttt{ACCAA}} - \frac{1}{16}q_{\texttt{ACACA}} + \frac{1}{16}q_{\texttt{ACAAC}} + \frac{1}{16}q_{\texttt{AACCA}} - \frac{1}{16}q_{\texttt{AACAC}} - \frac{1}{16}q_{\texttt{AAACC}} + \frac{1}{16}q_{\texttt{AAAAA}} \\[0.5em]
p_{\texttt{ACAAA}} &= -\frac{1}{16}q_{\texttt{CCCCA}} - \frac{1}{16}q_{\texttt{CCCAC}} - \frac{1}{16}q_{\texttt{CCACC}} - \frac{1}{16}q_{\texttt{CCAAA}} + \frac{1}{16}q_{\texttt{CACCC}} + \frac{1}{16}q_{\texttt{CACAA}} + \frac{1}{16}q_{\texttt{CAACA}} + \frac{1}{16}q_{\texttt{CAAAC}} - \frac{1}{16}q_{\texttt{ACCCC}} - \frac{1}{16}q_{\texttt{ACCAA}} - \frac{1}{16}q_{\texttt{ACACA}} - \frac{1}{16}q_{\texttt{ACAAC}} + \frac{1}{16}q_{\texttt{AACCA}} + \frac{1}{16}q_{\texttt{AACAC}} + \frac{1}{16}q_{\texttt{AAACC}} + \frac{1}{16}q_{\texttt{AAAAA}} \\[0.5em]
p_{\texttt{AACCC}} &= \frac{1}{16}q_{\texttt{CCCCA}} + \frac{1}{16}q_{\texttt{CCCAC}} + \frac{1}{16}q_{\texttt{CCACC}} + \frac{1}{16}q_{\texttt{CCAAA}} - \frac{1}{16}q_{\texttt{CACCC}} - \frac{1}{16}q_{\texttt{CACAA}} - \frac{1}{16}q_{\texttt{CAACA}} - \frac{1}{16}q_{\texttt{CAAAC}} - \frac{1}{16}q_{\texttt{ACCCC}} - \frac{1}{16}q_{\texttt{ACCAA}} - \frac{1}{16}q_{\texttt{ACACA}} - \frac{1}{16}q_{\texttt{ACAAC}} + \frac{1}{16}q_{\texttt{AACCA}} + \frac{1}{16}q_{\texttt{AACAC}} + \frac{1}{16}q_{\texttt{AAACC}} + \frac{1}{16}q_{\texttt{AAAAA}} \\[0.5em]
p_{\texttt{AACCA}} &= \frac{1}{16}q_{\texttt{CCCCA}} - \frac{1}{16}q_{\texttt{CCCAC}} - \frac{1}{16}q_{\texttt{CCACC}} + \frac{1}{16}q_{\texttt{CCAAA}} + \frac{1}{16}q_{\texttt{CACCC}} - \frac{1}{16}q_{\texttt{CACAA}} - \frac{1}{16}q_{\texttt{CAACA}} + \frac{1}{16}q_{\texttt{CAAAC}} + \frac{1}{16}q_{\texttt{ACCCC}} - \frac{1}{16}q_{\texttt{ACCAA}} - \frac{1}{16}q_{\texttt{ACACA}} + \frac{1}{16}q_{\texttt{ACAAC}} + \frac{1}{16}q_{\texttt{AACCA}} - \frac{1}{16}q_{\texttt{AACAC}} - \frac{1}{16}q_{\texttt{AAACC}} + \frac{1}{16}q_{\texttt{AAAAA}} \\[0.5em]
p_{\texttt{AACAC}} &= -\frac{1}{16}q_{\texttt{CCCCA}} + \frac{1}{16}q_{\texttt{CCCAC}} - \frac{1}{16}q_{\texttt{CCACC}} + \frac{1}{16}q_{\texttt{CCAAA}} + \frac{1}{16}q_{\texttt{CACCC}} - \frac{1}{16}q_{\texttt{CACAA}} + \frac{1}{16}q_{\texttt{CAACA}} - \frac{1}{16}q_{\texttt{CAAAC}} + \frac{1}{16}q_{\texttt{ACCCC}} - \frac{1}{16}q_{\texttt{ACCAA}} + \frac{1}{16}q_{\texttt{ACACA}} - \frac{1}{16}q_{\texttt{ACAAC}} - \frac{1}{16}q_{\texttt{AACCA}} + \frac{1}{16}q_{\texttt{AACAC}} - \frac{1}{16}q_{\texttt{AAACC}} + \frac{1}{16}q_{\texttt{AAAAA}} \\[0.5em]
p_{\texttt{AACAA}} &= -\frac{1}{16}q_{\texttt{CCCCA}} - \frac{1}{16}q_{\texttt{CCCAC}} + \frac{1}{16}q_{\texttt{CCACC}} + \frac{1}{16}q_{\texttt{CCAAA}} - \frac{1}{16}q_{\texttt{CACCC}} - \frac{1}{16}q_{\texttt{CACAA}} + \frac{1}{16}q_{\texttt{CAACA}} + \frac{1}{16}q_{\texttt{CAAAC}} - \frac{1}{16}q_{\texttt{ACCCC}} - \frac{1}{16}q_{\texttt{ACCAA}} + \frac{1}{16}q_{\texttt{ACACA}} + \frac{1}{16}q_{\texttt{ACAAC}} - \frac{1}{16}q_{\texttt{AACCA}} - \frac{1}{16}q_{\texttt{AACAC}} + \frac{1}{16}q_{\texttt{AAACC}} + \frac{1}{16}q_{\texttt{AAAAA}} \\[0.5em]
p_{\texttt{AAACC}} &= -\frac{1}{16}q_{\texttt{CCCCA}} - \frac{1}{16}q_{\texttt{CCCAC}} + \frac{1}{16}q_{\texttt{CCACC}} + \frac{1}{16}q_{\texttt{CCAAA}} + \frac{1}{16}q_{\texttt{CACCC}} + \frac{1}{16}q_{\texttt{CACAA}} - \frac{1}{16}q_{\texttt{CAACA}} - \frac{1}{16}q_{\texttt{CAAAC}} + \frac{1}{16}q_{\texttt{ACCCC}} + \frac{1}{16}q_{\texttt{ACCAA}} - \frac{1}{16}q_{\texttt{ACACA}} - \frac{1}{16}q_{\texttt{ACAAC}} - \frac{1}{16}q_{\texttt{AACCA}} - \frac{1}{16}q_{\texttt{AACAC}} + \frac{1}{16}q_{\texttt{AAACC}} + \frac{1}{16}q_{\texttt{AAAAA}} \\[0.5em]
p_{\texttt{AAACA}} &= -\frac{1}{16}q_{\texttt{CCCCA}} + \frac{1}{16}q_{\texttt{CCCAC}} - \frac{1}{16}q_{\texttt{CCACC}} + \frac{1}{16}q_{\texttt{CCAAA}} - \frac{1}{16}q_{\texttt{CACCC}} + \frac{1}{16}q_{\texttt{CACAA}} - \frac{1}{16}q_{\texttt{CAACA}} + \frac{1}{16}q_{\texttt{CAAAC}} - \frac{1}{16}q_{\texttt{ACCCC}} + \frac{1}{16}q_{\texttt{ACCAA}} - \frac{1}{16}q_{\texttt{ACACA}} + \frac{1}{16}q_{\texttt{ACAAC}} - \frac{1}{16}q_{\texttt{AACCA}} + \frac{1}{16}q_{\texttt{AACAC}} - \frac{1}{16}q_{\texttt{AAACC}} + \frac{1}{16}q_{\texttt{AAAAA}} \\[0.5em]
p_{\texttt{AAAAC}} &= \frac{1}{16}q_{\texttt{CCCCA}} - \frac{1}{16}q_{\texttt{CCCAC}} - \frac{1}{16}q_{\texttt{CCACC}} + \frac{1}{16}q_{\texttt{CCAAA}} - \frac{1}{16}q_{\texttt{CACCC}} + \frac{1}{16}q_{\texttt{CACAA}} + \frac{1}{16}q_{\texttt{CAACA}} - \frac{1}{16}q_{\texttt{CAAAC}} - \frac{1}{16}q_{\texttt{ACCCC}} + \frac{1}{16}q_{\texttt{ACCAA}} + \frac{1}{16}q_{\texttt{ACACA}} - \frac{1}{16}q_{\texttt{ACAAC}} + \frac{1}{16}q_{\texttt{AACCA}} - \frac{1}{16}q_{\texttt{AACAC}} - \frac{1}{16}q_{\texttt{AAACC}} + \frac{1}{16}q_{\texttt{AAAAA}} \\[0.5em]
p_{\texttt{AAAAA}} &= \frac{1}{16}q_{\texttt{CCCCA}} + \frac{1}{16}q_{\texttt{CCCAC}} + \frac{1}{16}q_{\texttt{CCACC}} + \frac{1}{16}q_{\texttt{CCAAA}} + \frac{1}{16}q_{\texttt{CACCC}} + \frac{1}{16}q_{\texttt{CACAA}} + \frac{1}{16}q_{\texttt{CAACA}} + \frac{1}{16}q_{\texttt{CAAAC}} + \frac{1}{16}q_{\texttt{ACCCC}} + \frac{1}{16}q_{\texttt{ACCAA}} + \frac{1}{16}q_{\texttt{ACACA}} + \frac{1}{16}q_{\texttt{ACAAC}} + \frac{1}{16}q_{\texttt{AACCA}} + \frac{1}{16}q_{\texttt{AACAC}} + \frac{1}{16}q_{\texttt{AAACC}} + \frac{1}{16}q_{\texttt{AAAAA}}
\end{align}$