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2 changes: 1 addition & 1 deletion _sources/notebooks/33_intro_to_NHST.ipynb
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Expand Up @@ -49,7 +49,7 @@
"outputs": [],
"source": [
"# Plot helper functions\n",
"from minsitats import nicebins"
"from ministats import nicebins"
]
},
{
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3 changes: 0 additions & 3 deletions blogposts/cut_material.html
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Expand Up @@ -544,9 +544,6 @@ <h2>Notebook setup<a class="headerlink" href="#notebook-setup" title="Permalink
</div>
</div>
<div class="cell_output docutils container">
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Matplotlib is building the font cache; this may take a moment.
</pre></div>
</div>
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;Figure size 640x480 with 0 Axes&gt;
</pre></div>
</div>
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2 changes: 1 addition & 1 deletion examples/ANOVA.html
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Expand Up @@ -707,7 +707,7 @@ <h2>Equivalence between ANOVA and OLS<a class="headerlink" href="#equivalence-be
<th>Date:</th> <td>Wed, 21 Aug 2024</td> <th> Prob (F-statistic):</th> <td>1.11e-25</td>
</tr>
<tr>
<th>Time:</th> <td>00:36:46</td> <th> Log-Likelihood: </th> <td> -139.86</td>
<th>Time:</th> <td>14:53:00</td> <th> Log-Likelihood: </th> <td> -139.86</td>
</tr>
<tr>
<th>No. Observations:</th> <td> 100</td> <th> AIC: </th> <td> 289.7</td>
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2 changes: 1 addition & 1 deletion examples/Mann-Whitney_U-test.html
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Expand Up @@ -717,7 +717,7 @@ <h3>Example 1<a class="headerlink" href="#example-1" title="Permalink to this he
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;Axes: xlabel=&#39;group&#39;, ylabel=&#39;score&#39;&gt;
</pre></div>
</div>
<img alt="../_images/7774bcf673a90801d096af56c75b8ade966e5d4951761b7c8fa5e97f6fef5aee.png" src="../_images/7774bcf673a90801d096af56c75b8ade966e5d4951761b7c8fa5e97f6fef5aee.png" />
<img alt="../_images/bb885c7fae2ce41687378bb070737bd81f3c21999c641d6600645c0aa0d7ecf5.png" src="../_images/bb885c7fae2ce41687378bb070737bd81f3c21999c641d6600645c0aa0d7ecf5.png" />
</div>
</div>
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2 changes: 1 addition & 1 deletion exercises/exercises_21_discrete_RVs.html
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Expand Up @@ -1173,7 +1173,7 @@ <h3>E2.16<a class="headerlink" href="#e2-16" title="Permalink to this heading">#
</div>
</div>
<div class="cell_output docutils container">
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>array([36, 35, 42, 45, 54, 29, 34, 35, 44, 47])
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>array([36, 39, 40, 39, 45, 36, 41, 42, 32, 44])
</pre></div>
</div>
</div>
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4 changes: 2 additions & 2 deletions exercises/exercises_35_two_sample_tests.html
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Expand Up @@ -591,7 +591,7 @@ <h3>E1. Permutation test for the sleep score sin the doctors<a class="headerlink
</div>
</div>
<div class="cell_output docutils container">
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>0.0523
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>0.0509
</pre></div>
</div>
</div>
Expand All @@ -605,7 +605,7 @@ <h3>E1. Permutation test for the sleep score sin the doctors<a class="headerlink
</div>
</div>
<div class="cell_output docutils container">
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>0.0527947205279472
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>0.05219478052194781
</pre></div>
</div>
</div>
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2 changes: 1 addition & 1 deletion exercises/problems_1_data.html
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Expand Up @@ -578,7 +578,7 @@ <h2>Problem {prob:bar-chart_score-vs-curriculum}<a class="headerlink" href="#pro
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;Axes: xlabel=&#39;curriculum&#39;, ylabel=&#39;score&#39;&gt;
</pre></div>
</div>
<img alt="../_images/926593044408511881c40a380b122f40852e750b662642f9ce787433f71e3fee.png" src="../_images/926593044408511881c40a380b122f40852e750b662642f9ce787433f71e3fee.png" />
<img alt="../_images/2db420a3e907704f4a2f4dacd0962ac37972d274cf83f364eb1b8ec0ed2827ac.png" src="../_images/2db420a3e907704f4a2f4dacd0962ac37972d274cf83f364eb1b8ec0ed2827ac.png" />
</div>
</div>
</section>
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30 changes: 15 additions & 15 deletions exercises/solutions/exercises_31_estimtors.html
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Expand Up @@ -751,7 +751,7 @@ <h3>Exercise 3.4<a class="headerlink" href="#exercise-3-4" title="Permalink to t
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;Axes: ylabel=&#39;Count&#39;&gt;
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<img alt="../../_images/c35dbfab062b61a772db592a5c9640512818003e1017db9f72eb9b82e484ecc8.png" src="../../_images/c35dbfab062b61a772db592a5c9640512818003e1017db9f72eb9b82e484ecc8.png" />
<img alt="../../_images/465edf326777f94560653bb218937aa573c7d314073d7ba17100fa7670f56c7d.png" src="../../_images/465edf326777f94560653bb218937aa573c7d314073d7ba17100fa7670f56c7d.png" />
</div>
</div>
</section>
Expand Down Expand Up @@ -797,7 +797,7 @@ <h3>Exercise 3.5<a class="headerlink" href="#exercise-3-5" title="Permalink to t
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;Axes: xlabel=&#39;x&#39;, ylabel=&#39;$f_{X}$&#39;&gt;
</pre></div>
</div>
<img alt="../../_images/d9a3b5f6671ab61689cce12eff733cbe0ed37f1ac3ad727a488eb7ec01998e7b.png" src="../../_images/d9a3b5f6671ab61689cce12eff733cbe0ed37f1ac3ad727a488eb7ec01998e7b.png" />
<img alt="../../_images/9b74072acd40bef54e4cdf4bda51569130132276552bc06f1555b4f252ac279f.png" src="../../_images/9b74072acd40bef54e4cdf4bda51569130132276552bc06f1555b4f252ac279f.png" />
</div>
</div>
<div class="cell docutils container">
Expand All @@ -820,7 +820,7 @@ <h3>Exercise 3.5<a class="headerlink" href="#exercise-3-5" title="Permalink to t
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;Axes: xlabel=&#39;x&#39;, ylabel=&#39;$f_{X}$&#39;&gt;
</pre></div>
</div>
<img alt="../../_images/e5ca810b7a619cd61276e9a555c92d21608dd6ccd46eb9dec891ed031d5dbaed.png" src="../../_images/e5ca810b7a619cd61276e9a555c92d21608dd6ccd46eb9dec891ed031d5dbaed.png" />
<img alt="../../_images/e7e0dbff01c73ab4a739be4145284bc30f612732ad1bc104e4d75c1edc368c60.png" src="../../_images/e7e0dbff01c73ab4a739be4145284bc30f612732ad1bc104e4d75c1edc368c60.png" />
</div>
</div>
<div class="cell docutils container">
Expand All @@ -843,7 +843,7 @@ <h3>Exercise 3.5<a class="headerlink" href="#exercise-3-5" title="Permalink to t
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;Axes: xlabel=&#39;x&#39;, ylabel=&#39;$f_{X}$&#39;&gt;
</pre></div>
</div>
<img alt="../../_images/4224a65fac69276abb3c4935776681bc0f66bdb11e863e715d5e480fd9475302.png" src="../../_images/4224a65fac69276abb3c4935776681bc0f66bdb11e863e715d5e480fd9475302.png" />
<img alt="../../_images/c13e6f46da086ee52022626b055af671a2f02da256b7bc487bd718705132a6f1.png" src="../../_images/c13e6f46da086ee52022626b055af671a2f02da256b7bc487bd718705132a6f1.png" />
</div>
</div>
</section>
Expand Down Expand Up @@ -892,7 +892,7 @@ <h3>Exercise 3.6<a class="headerlink" href="#exercise-3-6" title="Permalink to t
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;Axes: xlabel=&#39;x&#39;, ylabel=&#39;$f_{X}$&#39;&gt;
</pre></div>
</div>
<img alt="../../_images/ab84b393ebb4e1b01a697cf1bc37ca509b8b11f82d3487d55fb4cb87099abc3f.png" src="../../_images/ab84b393ebb4e1b01a697cf1bc37ca509b8b11f82d3487d55fb4cb87099abc3f.png" />
<img alt="../../_images/a10437ed736e8d8c0fa0c2fc190436e945b16c6f6369cfcc3c073b6b8c70fb58.png" src="../../_images/a10437ed736e8d8c0fa0c2fc190436e945b16c6f6369cfcc3c073b6b8c70fb58.png" />
</div>
</div>
</section>
Expand Down Expand Up @@ -930,7 +930,7 @@ <h3>Exercise 3.7<a class="headerlink" href="#exercise-3-7" title="Permalink to t
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;Axes: ylabel=&#39;Density&#39;&gt;
</pre></div>
</div>
<img alt="../../_images/192bba20ecdae7da9fd6a15e53a6077b9e01a9e3fdc7f48b22652b3a789eb867.png" src="../../_images/192bba20ecdae7da9fd6a15e53a6077b9e01a9e3fdc7f48b22652b3a789eb867.png" />
<img alt="../../_images/ad8bb3acd192e5dda83233b36ce11e7073562c239558c0cb38a53dd6860efc63.png" src="../../_images/ad8bb3acd192e5dda83233b36ce11e7073562c239558c0cb38a53dd6860efc63.png" />
</div>
</div>
<div class="cell docutils container">
Expand All @@ -940,7 +940,7 @@ <h3>Exercise 3.7<a class="headerlink" href="#exercise-3-7" title="Permalink to t
</div>
</div>
<div class="cell_output docutils container">
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>(202.59024, 3.4120250533403507)
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>(202.62868, 3.3701503612747015)
</pre></div>
</div>
</div>
Expand Down Expand Up @@ -982,7 +982,7 @@ <h3>Exercise 3.8<a class="headerlink" href="#exercise-3-8" title="Permalink to t
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;Axes: ylabel=&#39;Density&#39;&gt;
</pre></div>
</div>
<img alt="../../_images/b666ee31a98e09ac6daa8364b7185f0a9317d9bd7e5d70b45c12df60132d4083.png" src="../../_images/b666ee31a98e09ac6daa8364b7185f0a9317d9bd7e5d70b45c12df60132d4083.png" />
<img alt="../../_images/396b4b9ebbfe75c6ea92733a310e9c65b2195fed2b56531ed5d1ec37915aa607.png" src="../../_images/396b4b9ebbfe75c6ea92733a310e9c65b2195fed2b56531ed5d1ec37915aa607.png" />
</div>
</div>
<p>Even when we take into account of the possible variability
Expand Down Expand Up @@ -1039,7 +1039,7 @@ <h3>Exercise 3.9<a class="headerlink" href="#exercise-3-9" title="Permalink to t
</div>
</div>
<div class="cell_output docutils container">
<img alt="../../_images/f5df2a5b34d3ca25ad9b4a183a3d07ad2b72350c579fdd4d58edd4549df0682c.png" src="../../_images/f5df2a5b34d3ca25ad9b4a183a3d07ad2b72350c579fdd4d58edd4549df0682c.png" />
<img alt="../../_images/e133eb21b9d5d1cba350431bb731c578601cdb7b02e0c36e9d25d2a8472a660e.png" src="../../_images/e133eb21b9d5d1cba350431bb731c578601cdb7b02e0c36e9d25d2a8472a660e.png" />
</div>
</div>
</section>
Expand Down Expand Up @@ -1114,7 +1114,7 @@ <h3>Exercise 3.11<a class="headerlink" href="#exercise-3-11" title="Permalink to
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;Axes: ylabel=&#39;Density&#39;&gt;
</pre></div>
</div>
<img alt="../../_images/3681a00cf3324700010f095221675e9f5da4272b07b810bce1f19ba8856f7fc1.png" src="../../_images/3681a00cf3324700010f095221675e9f5da4272b07b810bce1f19ba8856f7fc1.png" />
<img alt="../../_images/32f16d0c765ee0b6a37577a7c55dc9036bafd895036b22624d97ce2237a339e9.png" src="../../_images/32f16d0c765ee0b6a37577a7c55dc9036bafd895036b22624d97ce2237a339e9.png" />
</div>
</div>
<p>The boostrap etimates we obverve are very far from the
Expand Down Expand Up @@ -1212,7 +1212,7 @@ <h3>Exercise 3.12<a class="headerlink" href="#exercise-3-12" title="Permalink to
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;Axes: xlabel=&#39;d&#39;, ylabel=&#39;$f_{D}$&#39;&gt;
</pre></div>
</div>
<img alt="../../_images/a1191a35129b911e90ba286cf81891e47b38d1273ed51685304e6edc11f32126.png" src="../../_images/a1191a35129b911e90ba286cf81891e47b38d1273ed51685304e6edc11f32126.png" />
<img alt="../../_images/599957a85ea9d935a1dc7596bd13b106904261ec2f72a080e8d19001f0f62125.png" src="../../_images/599957a85ea9d935a1dc7596bd13b106904261ec2f72a080e8d19001f0f62125.png" />
</div>
</div>
</section>
Expand All @@ -1237,7 +1237,7 @@ <h3>Exercise 3.13<a class="headerlink" href="#exercise-3-13" title="Permalink to
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;Axes: ylabel=&#39;Density&#39;&gt;
</pre></div>
</div>
<img alt="../../_images/578fac1f096b9a2cc93e2d3e9a04dbe5a2bf52af6823d63ffe5aa79f4c45d486.png" src="../../_images/578fac1f096b9a2cc93e2d3e9a04dbe5a2bf52af6823d63ffe5aa79f4c45d486.png" />
<img alt="../../_images/5fca0cadb42afea792a63add2ec7ffab206b18b8182f7e8ef9869f540199f392.png" src="../../_images/5fca0cadb42afea792a63add2ec7ffab206b18b8182f7e8ef9869f540199f392.png" />
</div>
</div>
<div class="cell docutils container">
Expand All @@ -1248,7 +1248,7 @@ <h3>Exercise 3.13<a class="headerlink" href="#exercise-3-13" title="Permalink to
</div>
</div>
<div class="cell_output docutils container">
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>2.2284457431181997
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>2.234579454312682
</pre></div>
</div>
</div>
Expand Down Expand Up @@ -1278,7 +1278,7 @@ <h3>Exercise 3.14<a class="headerlink" href="#exercise-3-14" title="Permalink to
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;Axes: ylabel=&#39;Density&#39;&gt;
</pre></div>
</div>
<img alt="../../_images/dc3975407047c1d030324b818ec6657508ac98b72cc9712e26b4838e09323ee7.png" src="../../_images/dc3975407047c1d030324b818ec6657508ac98b72cc9712e26b4838e09323ee7.png" />
<img alt="../../_images/4020207dd6b75c3d0664115004e0011b416c9773ec3b0ac5da6e40bec179b884.png" src="../../_images/4020207dd6b75c3d0664115004e0011b416c9773ec3b0ac5da6e40bec179b884.png" />
</div>
</div>
<div class="cell docutils container">
Expand All @@ -1289,7 +1289,7 @@ <h3>Exercise 3.14<a class="headerlink" href="#exercise-3-14" title="Permalink to
</div>
</div>
<div class="cell_output docutils container">
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>2.906217394092687
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>2.942715050474587
</pre></div>
</div>
</div>
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2 changes: 1 addition & 1 deletion notebooks/11_intro_to_data.html
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Expand Up @@ -540,7 +540,7 @@ <h2>Random selection<a class="headerlink" href="#random-selection" title="Permal
</div>
</div>
<div class="cell_output docutils container">
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[6, 8, 4]
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[1, 7, 5]
</pre></div>
</div>
</div>
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14 changes: 7 additions & 7 deletions notebooks/12_data_in_practice.html
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Expand Up @@ -2019,7 +2019,7 @@ <h3>Strip plot of the <code class="docutils literal notranslate"><span class="pr
</div>
</div>
<div class="cell_output docutils container">
<img alt="../_images/3b2196e33cc62cd5355a0cc40146bc4e09ba61c5e38c2fae348ccfc7dfb13548.png" src="../_images/3b2196e33cc62cd5355a0cc40146bc4e09ba61c5e38c2fae348ccfc7dfb13548.png" />
<img alt="../_images/f6e4e33e4956453ca356b1ff27808cff7f06a67160e53d9665625b4ac037b46e.png" src="../_images/f6e4e33e4956453ca356b1ff27808cff7f06a67160e53d9665625b4ac037b46e.png" />
</div>
</div>
<p>We can enhance the strip plot by mapping the <code class="docutils literal notranslate"><span class="pre">ezlvl</span></code> variable to the colour (hue) of the points in the plot.</p>
Expand All @@ -2030,7 +2030,7 @@ <h3>Strip plot of the <code class="docutils literal notranslate"><span class="pr
</div>
</div>
<div class="cell_output docutils container">
<img alt="../_images/ebbe265d329064a88633b098c5a55e447392feeed8646eaaee49d53bb22cbc18.png" src="../_images/ebbe265d329064a88633b098c5a55e447392feeed8646eaaee49d53bb22cbc18.png" />
<img alt="../_images/64a63e073ab8f51e294af27535b96f6eae88c704140e335953df4f00ee764c63.png" src="../_images/64a63e073ab8f51e294af27535b96f6eae88c704140e335953df4f00ee764c63.png" />
</div>
</div>
</section>
Expand Down Expand Up @@ -2078,7 +2078,7 @@ <h3>Studying the effect of <code class="docutils literal notranslate"><span clas
</div>
</div>
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