Documentation updated

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fjosw 2024-01-21 11:42:22 +00:00
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24 changed files with 105 additions and 100 deletions

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@ -351,6 +351,9 @@ t^{a-1}(1-t)^{b-1}dt,$$</p>
<p>for \( 0 \leq x \leq 1 \).</p>
<p>This function is the cumulative distribution function for the beta
distribution; its range is [0, 1].</p>
<h6 id="parameters">Parameters</h6>
<ul>
@ -372,7 +375,9 @@ Optional output array for the function values</li>
<h6 id="see-also">See Also</h6>
<p><code><a href="#beta">beta</a></code>: beta function <br />
<code>betaincinv</code>: inverse of the regularized incomplete beta function </p>
<code>betaincinv</code>: inverse of the regularized incomplete beta function <br />
<code>betaincc</code>: complement of the regularized incomplete beta function <br />
<code>scipy.stats.beta</code>: beta distribution </p>
<h6 id="notes">Notes</h6>
@ -1159,6 +1164,12 @@ Optional output array for the function values</li>
<li><strong>scalar or ndarray</strong>: Values of the lower incomplete gamma function</li>
</ul>
<h6 id="see-also">See Also</h6>
<p><code><a href="#gammaincc">gammaincc</a></code>: regularized upper incomplete gamma function <br />
<code>gammaincinv</code>: inverse of the regularized lower incomplete gamma function <br />
<code>gammainccinv</code>: inverse of the regularized upper incomplete gamma function </p>
<h6 id="notes">Notes</h6>
<p>The function satisfies the relation <code>gammainc(a, x) +
@ -1167,12 +1178,6 @@ incomplete gamma function.</p>
<p>The implementation largely follows that of [boost]_.</p>
<h6 id="see-also">See also</h6>
<p>gammaincc : regularized upper incomplete gamma function
gammaincinv : inverse of the regularized lower incomplete gamma function
gammainccinv : inverse of the regularized upper incomplete gamma function</p>
<h6 id="references">References</h6>
<p>.. [dlmf] NIST Digital Library of Mathematical functions
@ -1268,6 +1273,12 @@ Optional output array for the function values</li>
<li><strong>scalar or ndarray</strong>: Values of the upper incomplete gamma function</li>
</ul>
<h6 id="see-also">See Also</h6>
<p><code><a href="#gammainc">gammainc</a></code>: regularized lower incomplete gamma function <br />
<code>gammaincinv</code>: inverse of the regularized lower incomplete gamma function <br />
<code>gammainccinv</code>: inverse of the regularized upper incomplete gamma function </p>
<h6 id="notes">Notes</h6>
<p>The function satisfies the relation <code>gammainc(a, x) +
@ -1276,12 +1287,6 @@ incomplete gamma function.</p>
<p>The implementation largely follows that of [boost]_.</p>
<h6 id="see-also">See also</h6>
<p>gammainc : regularized lower incomplete gamma function
gammaincinv : inverse of the regularized lower incomplete gamma function
gammainccinv : inverse of the regularized upper incomplete gamma function</p>
<h6 id="references">References</h6>
<p>.. [dlmf] NIST Digital Library of Mathematical functions
@ -1382,17 +1387,17 @@ Optional output array for the function values</li>
<li><strong>scalar or ndarray</strong>: Sign of the gamma function</li>
</ul>
<h6 id="notes">Notes</h6>
<p>The gamma function can be computed as <code>gammasgn(x) *
np.exp(gammaln(x))</code>.</p>
<h6 id="see-also">See Also</h6>
<p><code><a href="#gamma">gamma</a></code>: the gamma function <br />
<code><a href="#gammaln">gammaln</a></code>: log of the absolute value of the gamma function <br />
<code>loggamma</code>: analytic continuation of the log of the gamma function </p>
<h6 id="notes">Notes</h6>
<p>The gamma function can be computed as <code>gammasgn(x) *
np.exp(gammaln(x))</code>.</p>
<h6 id="references">References</h6>
<p>.. [dlmf] NIST Digital Library of Mathematical Functions
@ -1489,6 +1494,10 @@ Optional output array for the function results</li>
<li><strong>scalar or ndarray</strong>: Function results</li>
</ul>
<h6 id="see-also">See Also</h6>
<p><code>gamma,</code>, <code>gammaln,</code>, <code>loggamma</code> </p>
<h6 id="notes">Notes</h6>
<p>The gamma function has no zeros and has simple poles at
@ -1496,10 +1505,6 @@ nonpositive integers, so <code><a href="#rgamma">rgamma</a></code> is an entire
at the nonpositive integers. See the discussion in [dlmf]_ for
more details.</p>
<h6 id="see-also">See Also</h6>
<p><code>gamma,</code>, <code>gammaln,</code>, <code>loggamma</code> </p>
<h6 id="references">References</h6>
<p>.. [dlmf] Nist, Digital Library of Mathematical functions,
@ -1719,6 +1724,11 @@ Optional output array for the function values</li>
Value of the Bessel function of the first kind of order 0 at <code>x</code>.</li>
</ul>
<h6 id="see-also">See Also</h6>
<p><code>jv</code>: Bessel function of real order and complex argument. <br />
<code>spherical_jn</code>: spherical Bessel functions. </p>
<h6 id="notes">Notes</h6>
<p>The domain is divided into the intervals [0, 5] and (5, infinity). In the
@ -1737,11 +1747,6 @@ two rational functions of degree 6/6 and 7/7.</p>
It should not be confused with the spherical Bessel functions (see
<code>spherical_jn</code>).</p>
<h6 id="see-also">See also</h6>
<p>jv : Bessel function of real order and complex argument.
spherical_jn : spherical Bessel functions.</p>
<h6 id="references">References</h6>
<h6 id="examples">Examples</h6>
@ -1840,6 +1845,11 @@ Optional output array for the function results</li>
Value of the Bessel function of the second kind of order 0 at <code>x</code>.</li>
</ul>
<h6 id="see-also">See Also</h6>
<p><code><a href="#j0">j0</a></code>: Bessel function of the first kind of order 0 <br />
<code>yv</code>: Bessel function of the first kind </p>
<h6 id="notes">Notes</h6>
<p>The domain is divided into the intervals [0, 5] and (5, infinity). In the
@ -1855,11 +1865,6 @@ two rational functions of degree 6/6 and 7/7.</p>
<p>This function is a wrapper for the Cephes <sup class="footnote-ref" id="fnref-1"><a href="#fn-1">1</a></sup> routine <code><a href="#y0">y0</a></code>.</p>
<h6 id="see-also">See also</h6>
<p>j0: Bessel function of the first kind of order 0
yv: Bessel function of the first kind</p>
<h6 id="references">References</h6>
<h6 id="examples">Examples</h6>
@ -1958,6 +1963,11 @@ Optional output array for the function values</li>
Value of the Bessel function of the first kind of order 1 at <code>x</code>.</li>
</ul>
<h6 id="see-also">See Also</h6>
<p><code>jv</code>: Bessel function of the first kind <br />
<code>spherical_jn</code>: spherical Bessel functions. </p>
<h6 id="notes">Notes</h6>
<p>The domain is divided into the intervals [0, 8] and (8, infinity). In the
@ -1969,11 +1979,6 @@ functions of degree 5/5.</p>
It should not be confused with the spherical Bessel functions (see
<code>spherical_jn</code>).</p>
<h6 id="see-also">See also</h6>
<p>jv: Bessel function of the first kind
spherical_jn: spherical Bessel functions.</p>
<h6 id="references">References</h6>
<h6 id="examples">Examples</h6>
@ -2072,6 +2077,12 @@ Optional output array for the function results</li>
Value of the Bessel function of the second kind of order 1 at <code>x</code>.</li>
</ul>
<h6 id="see-also">See Also</h6>
<p><code><a href="#j1">j1</a></code>: Bessel function of the first kind of order 1 <br />
<code><a href="#yn">yn</a></code>: Bessel function of the second kind <br />
<code>yv</code>: Bessel function of the second kind </p>
<h6 id="notes">Notes</h6>
<p>The domain is divided into the intervals [0, 8] and (8, infinity). In the
@ -2082,12 +2093,6 @@ rational functions of degree 5/5.</p>
<p>This function is a wrapper for the Cephes <sup class="footnote-ref" id="fnref-1"><a href="#fn-1">1</a></sup> routine <code><a href="#y1">y1</a></code>.</p>
<h6 id="see-also">See also</h6>
<p>j1: Bessel function of the first kind of order 1
yn: Bessel function of the second kind
yv: Bessel function of the second kind</p>
<h6 id="references">References</h6>
<h6 id="examples">Examples</h6>
@ -2188,12 +2193,12 @@ Optional output array for the function values</li>
Value of the Bessel function, \( J_v(z) \).</li>
</ul>
<h6 id="see-also">See also</h6>
<h6 id="see-also">See Also</h6>
<p>jve : \( J_v \) with leading exponential behavior stripped off.
spherical_jn : spherical Bessel functions.
j0 : faster version of this function for order 0.
j1 : faster version of this function for order 1.</p>
<p><code>jve</code>: \( J_v \) with leading exponential behavior stripped off. <br />
<code>spherical_jn</code>: spherical Bessel functions. <br />
<code><a href="#j0">j0</a></code>: faster version of this function for order 0. <br />
<code><a href="#j1">j1</a></code>: faster version of this function for order 1. </p>
<h6 id="notes">Notes</h6>
@ -2355,6 +2360,12 @@ Optional output array for the function results</li>
Value of the Bessel function, \( Y_n(x) \).</li>
</ul>
<h6 id="see-also">See Also</h6>
<p><code>yv</code>: For real order and real or complex argument. <br />
<code><a href="#y0">y0</a></code>: faster implementation of this function for order 0 <br />
<code><a href="#y1">y1</a></code>: faster implementation of this function for order 1 </p>
<h6 id="notes">Notes</h6>
<p>Wrapper for the Cephes <sup class="footnote-ref" id="fnref-1"><a href="#fn-1">1</a></sup> routine <code><a href="#yn">yn</a></code>.</p>
@ -2363,12 +2374,6 @@ Value of the Bessel function, \( Y_n(x) \).</li>
values computed by the Cephes routines <code><a href="#y0">y0</a></code> and <code><a href="#y1">y1</a></code>. If <code>n = 0</code> or 1,
the routine for <code><a href="#y0">y0</a></code> or <code><a href="#y1">y1</a></code> is called directly.</p>
<h6 id="see-also">See also</h6>
<p>yv : For real order and real or complex argument.
y0: faster implementation of this function for order 0
y1: faster implementation of this function for order 1</p>
<h6 id="references">References</h6>
<h6 id="examples">Examples</h6>
@ -2512,6 +2517,11 @@ Optional output array for the function values</li>
Value of the modified Bessel function of order 0 at <code>x</code>.</li>
</ul>
<h6 id="see-also">See Also</h6>
<p><code><a href="#iv">iv</a></code>: Modified Bessel function of any order <br />
<code>i0e</code>: Exponentially scaled modified Bessel function of order 0 </p>
<h6 id="notes">Notes</h6>
<p>The range is partitioned into the two intervals [0, 8] and (8, infinity).
@ -2519,11 +2529,6 @@ Chebyshev polynomial expansions are employed in each interval.</p>
<p>This function is a wrapper for the Cephes <sup class="footnote-ref" id="fnref-1"><a href="#fn-1">1</a></sup> routine <code><a href="#i0">i0</a></code>.</p>
<h6 id="see-also">See also</h6>
<p>iv: Modified Bessel function of any order
i0e: Exponentially scaled modified Bessel function of order 0</p>
<h6 id="references">References</h6>
<h6 id="examples">Examples</h6>
@ -2629,6 +2634,11 @@ Optional output array for the function values</li>
Value of the modified Bessel function of order 1 at <code>x</code>.</li>
</ul>
<h6 id="see-also">See Also</h6>
<p><code><a href="#iv">iv</a></code>: Modified Bessel function of the first kind <br />
<code>i1e</code>: Exponentially scaled modified Bessel function of order 1 </p>
<h6 id="notes">Notes</h6>
<p>The range is partitioned into the two intervals [0, 8] and (8, infinity).
@ -2636,11 +2646,6 @@ Chebyshev polynomial expansions are employed in each interval.</p>
<p>This function is a wrapper for the Cephes <sup class="footnote-ref" id="fnref-1"><a href="#fn-1">1</a></sup> routine <code><a href="#i1">i1</a></code>.</p>
<h6 id="see-also">See also</h6>
<p>iv: Modified Bessel function of the first kind
i1e: Exponentially scaled modified Bessel function of order 1</p>
<h6 id="references">References</h6>
<h6 id="examples">Examples</h6>
@ -2741,6 +2746,12 @@ Optional output array for the function values</li>
<li><strong>scalar or ndarray</strong>: Values of the modified Bessel function.</li>
</ul>
<h6 id="see-also">See Also</h6>
<p><code><a href="#ive">ive</a></code>: This function with leading exponential behavior stripped off. <br />
<code><a href="#i0">i0</a></code>: Faster version of this function for order 0. <br />
<code><a href="#i1">i1</a></code>: Faster version of this function for order 1. </p>
<h6 id="notes">Notes</h6>
<p>For real <code>z</code> and \( v \in [-50, 50] \), the evaluation is carried out
@ -2768,12 +2779,6 @@ formula</p>
<p>is used, where \( K_v(z) \) is the modified Bessel function of the
second kind, evaluated using the AMOS routine <code>zbesk</code>.</p>
<h6 id="see-also">See also</h6>
<p>ive : This function with leading exponential behavior stripped off.
i0 : Faster version of this function for order 0.
i1 : Faster version of this function for order 1.</p>
<h6 id="references">References</h6>
<h6 id="examples">Examples</h6>
@ -2924,6 +2929,12 @@ Optional output array for the function values</li>
<li><strong>scalar or ndarray</strong>: Values of the exponentially scaled modified Bessel function.</li>
</ul>
<h6 id="see-also">See Also</h6>
<p><code><a href="#iv">iv</a></code>: Modified Bessel function of the first kind <br />
<code>i0e</code>: Faster implementation of this function for order 0 <br />
<code>i1e</code>: Faster implementation of this function for order 1 </p>
<h6 id="notes">Notes</h6>
<p>For positive <code>v</code>, the AMOS <sup class="footnote-ref" id="fnref-1"><a href="#fn-1">1</a></sup> <code>zbesi</code> routine is called. It uses a
@ -2950,12 +2961,6 @@ second kind, evaluated using the AMOS routine <code>zbesk</code>.</p>
<p><code><a href="#ive">ive</a></code> is useful for large arguments <code>z</code>: for these, <code><a href="#iv">iv</a></code> easily overflows,
while <code><a href="#ive">ive</a></code> does not due to the exponential scaling.</p>
<h6 id="see-also">See also</h6>
<p>iv: Modified Bessel function of the first kind
i0e: Faster implementation of this function for order 0
i1e: Faster implementation of this function for order 1</p>
<h6 id="references">References</h6>
<h6 id="examples">Examples</h6>

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