From 412f5005b36de930530da083c9f6f2188ee84471 Mon Sep 17 00:00:00 2001 From: paul-loedige Date: Thu, 4 Feb 2021 16:19:47 +0100 Subject: [PATCH] =?UTF-8?q?big=20data=20hinzugef=C3=BCgt?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- chapters/Problematiken/Big Data.tex | 21 +++++++++++++++++++++ images/correlation_reasons.png | Bin 0 -> 68063 bytes images/types of correlation.png | Bin 0 -> 75414 bytes parts/Problematiken.tex | 3 ++- 4 files changed, 23 insertions(+), 1 deletion(-) create mode 100644 chapters/Problematiken/Big Data.tex create mode 100644 images/correlation_reasons.png create mode 100644 images/types of correlation.png diff --git a/chapters/Problematiken/Big Data.tex b/chapters/Problematiken/Big Data.tex new file mode 100644 index 0000000..870ce9e --- /dev/null +++ b/chapters/Problematiken/Big Data.tex @@ -0,0 +1,21 @@ +\chapter{Big Data} +\label{big data} + Mithilfe von riesigen Datenmengen ist es \textbf{scheinbar} möglich Beziehungen zu erkennen, die zuvor nicht erkennbar waren. + Viele Leute setzen sich sogar nach dem Prinzip \say{with enough data the numbers speak for themselves} dafür ein, + die erkannten Beziehungen als bewiesen zu akzeptieren ohne die zugrundeliegende Logik zu hinterfragen. + Diese als \say{Big Data Philosphie} bezeichnete Ansicht beruht allerdings auf einem Trugschluss. + \Huge + {\color{red}$$\text{Correlation}\ne\text{Causation}$$} + \normalsize + Dieser Fehlschluss wird auch als \say{cum hoc, ergo propter hoc} (zusammen hiermit, daher hiervon verursacht) bezeichnet. + Allgemein gibt es 5 mögliche Erklärungen für die Korrelation von Daten:\\ + \includegraphics[width = \textwidth]{correlation_reasons.png}\\ + Im 5. Fall spricht man von einer \textbf{Scheinkorrelation}. + Diese müssen schon rein aus statistischen Gründen in ausreichend großen Datenmengen auftauchen. + + \section{Korrelationsarten} + \label{big data: types of correlation} + Meist werden bei der Untersuchung von Korrelationen nur die linearen Korrelation betrachtet. + Dies greift allerdings zu kurz, da Eigenschaften auch auf ganz andere Art und Weise miteinander korrelieren können:\\ + \includegraphics[width = \textwidth]{types of correlation.png} + diff --git a/images/correlation_reasons.png b/images/correlation_reasons.png new file mode 100644 index 0000000000000000000000000000000000000000..66cca3125534ba4de30ba8e3ebba57ccc3a62abe GIT binary patch literal 68063 zcmc$_Ra{kF_%4d52m*pgr*wCNfG)bbOS-#TrKP01S#(IVXz7qHX{Eb6_u%{g&bc{f z-|U+`Z=AB$8gtBdyyK1Mc}A#$oH*)h{MT@BaHx_JB1&*@&jsM%p1C8!gTEZZ!A-(F zgM*V4`K02WwzufwjVVs>>S)$!qg_)?H8W!=l8FRQfP?#3B5uC@^e}K+ z{n7UM(~UX7`+D$LIJg?rAM;QD!p$M{+5C57^L&l#>E=t_Ge?4_n~(EwFx01;ESoP2 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of file