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Review1 of Liber De Ludo Aleae (Book on Games of Chance) by ...

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To illustrate this transformati<strong>on</strong>, c<strong>on</strong>sider the two variable case, using:<br />

Then<br />

t + t = λ + λ + λ + 2λλ<br />

+ λ<br />

2 2 2 2 2 2<br />

1 2 1 2 1 1 2 2<br />

⎛ 2 2 2 2 ⎞<br />

⎛ t1<br />

⎞ ⎜ 2<br />

L ⎟⎛<br />

λ1<br />

⎞<br />

⎜ ⎟ ⎜ 2 2 2 2 ⎟⎜<br />

⎟<br />

⎜ ⎟ ⎜ 3 3 1 3 1 3 1 ⎟⎜<br />

⎟<br />

⎜ t ⎟<br />

2 ⎜ 0 ⋅ ⋅ L ⋅ ⎟⎜<br />

λ ⎟<br />

2<br />

⎜ ⎟ ⎜ 2 2 3 2 3 2 3 ⎟⎜<br />

⎟<br />

⎜ ⎟ ⎜ 4 4 1 4 1 ⎟⎜<br />

⎟<br />

⎜ t ⎟<br />

3 = ⎜ 0 0<br />

⋅ L ⋅ ⎟⎜<br />

λ ⎟<br />

3<br />

⎜ ⎟ ⎜ 3 3 4 3 4 ⎟⎜<br />

⎟<br />

⎜ ⎟ ⎜ ⎟⎜<br />

⎟<br />

⎜ ⎟ ⎜ ⎟⎜<br />

⎟<br />

⎜<br />

M<br />

⎟ ⎜<br />

M<br />

⎜ O<br />

⎟ ⎟<br />

⎜ ⎟ ⎜ ⎟⎜<br />

⎟<br />

⎜ ⎟ n 1<br />

t ⎜ ⎜ ⎟<br />

n−1 0 0 0 0<br />

⎟<br />

⎝ ⎠ ⎜ L<br />

⋅ ⎟⎝λn−1⎠<br />

⎝ n−1n⎠ t<br />

2<br />

1 2( λ1<br />

2 )<br />

t<br />

= +<br />

=<br />

3 λ<br />

2<br />

2 2<br />

2 2 2<br />

1 2 3<br />

36<br />

λ<br />

= λ + λ + λ , since λ3 =−λ1− λ2.<br />

The determinant <str<strong>on</strong>g>of</str<strong>on</strong>g> the transformati<strong>on</strong> is √n, noting that the associated matrix is upper triangular, with<br />

product <str<strong>on</strong>g>of</str<strong>on</strong>g> the diag<strong>on</strong>al terms:<br />

2 ⋅<br />

3<br />

⋅<br />

2<br />

4<br />

⋅L⋅ 3<br />

n<br />

n −1<br />

= 2⋅ 1<br />

⋅<br />

2<br />

3⋅ 1<br />

⋅L⋅ 3<br />

n−1⋅ 1<br />

⋅<br />

n −1<br />

n<br />

= n<br />

Then the probability that [tt] is between u and u + du is given <strong>by</strong><br />

⎡ h ⎤<br />

⎢ ⎥<br />

⎣ π ⎦<br />

n−1<br />

∫ ∫<br />

2<br />

−h<br />

[ tt]<br />

2<br />

L e dt Ldt<br />

1 n−1<br />

Helmert then refers to a result he obtained in 1875: The probability that the sum [tt] <str<strong>on</strong>g>of</str<strong>on</strong>g> n-1 true errors<br />

equals u, is given <strong>by</strong>:<br />

Γ<br />

h<br />

n−1<br />

n − 1<br />

( )<br />

2<br />

n−3<br />

2<br />

2<br />

−hu<br />

⋅u ⋅e<br />

du

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