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authorJoel Kronqvist <joel.kronqvist@iki.fi>2026-06-05 21:20:51 +0300
committerJoel Kronqvist <joel.kronqvist@iki.fi>2026-06-05 21:20:51 +0300
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+#+TITLE: Formalizing the Classification of Extreme Value Distributions
+#+SUBTITLE: One-parameter subgroups of Affine transformations
+#+AUTHOR: Joel Kronqvist
+#+startup: beamer
+#+LaTeX_CLASS: beamer
+#+LaTeX_CLASS_OPTIONS: [bigger]
+#+OPTIONS: H:2
+#+LATEX_HEADER: \usepackage{fontspec}
+#+LaTeX_HEADER: \setmonofont[Scale=0.8]{DejaVu Sans Mono}
+#+LaTeX_HEADER: \usetheme{Copenhagen}
+
+
+
+* Formalization
+
+** First slide of formalization
+
+*** Text :BMCOL:
+:PROPERTIES:
+:BEAMER_col: .4
+:END:
+
+Sample text
+
+- Sample item
+- Second item
+
+*** Lean4 code :BMCOL:
+:PROPERTIES:
+:BEAMER_col: .6
+:END:
+
+
+#+NAME: leanexample
+#+begin_src lean4
+ variable (p q : Prop)
+
+ lemma (h : p ∧ q) : q ∧ p :=
+ have hp : p := h.left
+ have hq : q := h.right
+ show q ∧ p from
+ And.intro hq hp
+#+end_src
+
+
+# \begin{minted}[autogobble, bgcolor=codebg, fontsize=\footnotesize, bgcolorpadding=2pt]{lean4}
+
+* Extreme value distributions
+
+** Fréchet
+
+#+name: plot-frechet
+#+begin_src python :results file link :file "frechet-plot.png" :exports results
+ import numpy as np
+ import matplotlib.pyplot as plt
+ a = 2.0 # α > 0 (shape/dispersion parameter)
+ x = np.linspace(1e-6, 5, 500)
+ pdf = np.vectorize(lambda x: a*x**(-a-1)*np.exp(-x**(-a)) if x > 0 else 0)(x)
+ plt.plot(x, pdf, lw=2, color='steelblue')
+ plt.savefig('frechet-plot.png')
+#+end_src
+
+#+RESULTS: plot-frechet
+[[file:frechet-plot.png]]
+
+** Gumbel
+
+** Weibull
+
+
+* Affine transformations
+
+** This is slide 1 on affine transformations
+
+Maybe add several slides to each category?
+