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Morten Hjorth-Jensen
2023-08-31 06:19:44 +02:00
parent e9bac09427
commit d05f791ff6
98 changed files with 3861 additions and 2496 deletions
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doc/LectureNotes/_build/html/statistics.html
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@@ -242,6 +242,33 @@ const thebe_selector_output = ".output, .cell_output"
</a>
</li>
</ul>
<p aria-level="2" class="caption" role="heading">
<span class="caption-text">
Weekly material, notes and exercises
</span>
</p>
<ul class="nav bd-sidenav">
<li class="toctree-l1">
<a class="reference internal" href="exercisesweek34.html">
Exercises week 34
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="week34.html">
Week 34: Introduction to the course, Logistics and Practicalities
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="exercisesweek35.html">
Exercises week 35
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="week35.html">
Week 35: From Ordinary Linear Regression to Ridge and Lasso Regression
</a>
</li>
</ul>
</div>
</nav> <!-- To handle the deprecated key -->
@@ -916,27 +943,37 @@ uncorrelated.</p>
</div>
</div>
<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>1.1297300314822336
[[ 9.30839676 15.51664729 15.66620847 8.85065653 10.38302314 7.56183518
8.50754416 10.88560514 9.76063234 3.03168642]
[15.51664729 25.86550074 26.11481199 14.75361646 17.3079975 12.6052136
14.18166474 18.1457774 16.27050214 5.05367466]
[15.66620847 26.11481199 26.3665263 14.89582298 17.47482507 12.72671218
14.31835835 18.32068012 16.42732954 5.1023858 ]
[ 8.85065653 14.75361646 14.89582298 8.41542567 9.87243817 7.18998208
8.08918584 10.35030572 9.28065343 2.8826033 ]
[10.38302314 17.3079975 17.47482507 9.87243817 11.58171189 8.43482628
9.48971452 12.14231548 10.88746795 3.38168549]
[ 7.56183518 12.6052136 12.72671218 7.18998208 8.43482628 6.14298603
6.91124889 8.84310736 7.92921648 2.46284227]
[ 8.50754416 14.18166474 14.31835835 8.08918584 9.48971452 6.91124889
7.77559332 9.94905663 8.92087142 2.77085375]
[10.88560514 18.1457774 18.32068012 10.35030572 12.14231548 8.84310736
9.94905663 12.73005463 11.41446721 3.54537329]
[ 9.76063234 16.27050214 16.42732954 9.28065343 10.88746795 7.92921648
8.92087142 11.41446721 10.23483916 3.17897671]
[ 3.03168642 5.05367466 5.1023858 2.8826033 3.38168549 2.46284227
2.77085375 3.54537329 3.17897671 0.98740124]]
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>3.0818000034712947
[[1.82949718e-02 3.31658671e-01 3.68886089e-01 6.49666527e-01
1.49052317e-01 5.97305528e-01 4.57810898e-01 2.51578522e-01
2.89396164e-01 5.90342093e-01]
[3.31658671e-01 6.01244295e+00 6.68731669e+00 1.17774184e+01
2.70208087e+00 1.08281969e+01 8.29938171e+00 4.56071752e+00
5.24629107e+00 1.07019610e+01]
[3.68886089e-01 6.68731669e+00 7.43794243e+00 1.30993886e+01
3.00537912e+00 1.20436207e+01 9.23095558e+00 5.07264063e+00
5.83516719e+00 1.19032152e+01]
[6.49666527e-01 1.17774184e+01 1.30993886e+01 2.30700873e+01
5.29294618e+00 2.12107137e+01 1.62571673e+01 8.93371943e+00
1.02766489e+01 2.09634375e+01]
[1.49052317e-01 2.70208087e+00 3.00537912e+00 5.29294618e+00
1.21435514e+00 4.86635201e+00 3.72986500e+00 2.04965397e+00
2.35776087e+00 4.80961969e+00]
[5.97305528e-01 1.08281969e+01 1.20436207e+01 2.12107137e+01
4.86635201e+00 1.95011994e+01 1.49468927e+01 8.21369083e+00
9.44838453e+00 1.92738529e+01]
[4.57810898e-01 8.29938171e+00 9.23095558e+00 1.62571673e+01
3.72986500e+00 1.49468927e+01 1.14561980e+01 6.29546690e+00
7.24181044e+00 1.47726407e+01]
[2.51578522e-01 4.56071752e+00 5.07264063e+00 8.93371943e+00
2.04965397e+00 8.21369083e+00 6.29546690e+00 3.45951629e+00
3.97955570e+00 8.11793498e+00]
[2.89396164e-01 5.24629107e+00 5.83516719e+00 1.02766489e+01
2.35776087e+00 9.44838453e+00 7.24181044e+00 3.97955570e+00
4.57776818e+00 9.33823452e+00]
[5.90342093e-01 1.07019610e+01 1.19032152e+01 2.09634375e+01
4.80961969e+00 1.92738529e+01 1.47726407e+01 8.11793498e+00
9.33823452e+00 1.90491568e+01]]
</pre></div>
</div>
</div>
@@ -1204,15 +1241,15 @@ more practically oriented methods like the blocking technique.</p>
</div>
</div>
<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>-0.09083636328656121
3.6943316601792833
-0.35793003441520066
0.8866190885623907 9.823585220707946 13.828190347382744
2.7923086060375724 2.5472246386316972 7.87667593906086
[[ 0.88661909 2.79230861 2.54722464]
[ 2.79230861 9.82358522 7.87667594]
[ 2.54722464 7.87667594 13.82819035]]
[20.65578316 0.07532297 3.80728853]
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>-0.054244842835462305
4.000854409696581
0.13083543199018746
0.8437169762110144 8.948675162607389 10.317825933186352
2.601583341274718 2.1245596497124075 6.443538568902246
[[ 0.84371698 2.60158334 2.12455965]
[ 2.60158334 8.94867516 6.44353857]
[ 2.12455965 6.44353857 10.31782593]]
[16.80422999 0.07128434 3.23470374]
</pre></div>
</div>
</div>
@@ -1542,7 +1579,7 @@ assumption for approximating <span class="math notranslate nohighlight">\(\sigma
</div>
</div>
<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>0.008818897251043893 0.9940672992288855
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>-0.048547423739546604 0.9959293935368551
</pre></div>
</div>
<img alt="_images/statistics_188_1.png" src="_images/statistics_188_1.png" />