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maths_and_crisis [2009-02-11 11:02] 81.188.78.24maths_and_crisis [2014-08-05 19:27] (current) nik
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-====Maths and crisis ==== +====Mathematics and crisis ==== 
-By Tamuraj + 
 +By Tamuraj (http://www.tamuraj.com)
  
 === Mathematical prerequisites === === Mathematical prerequisites ===
  
   * Algebraic prerequisites   * Algebraic prerequisites
-  * Real numbers, Complex numbers, Matrix algebra,...+    * Real numbers, Complex numbers, Matrix algebra,...
   * Mathematical functions   * Mathematical functions
   * Properties of mathematical functions   * Properties of mathematical functions
-  * Continuity +    * Continuity 
-  * Differentiability+    * Differentiability
   * Mathematical equations   * Mathematical equations
     * Linear equations     * Linear equations
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     * Deduction systems     * Deduction systems
     * Meta logic     * Meta logic
-    * Probability theory+  * Probability theory
  
  
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 ===The artificial dream=== ===The artificial dream===
  
-  * Introduction into Artificial Intelligence +  * Introduction into [[Artificial Intelligence]] 
-  * Short overview of history +    * Short overview of history 
-  * Definition and the Turing test+    * Definition and the Turing test
   * Hilberts program   * Hilberts program
   * Gödel’s theorem   * Gödel’s theorem
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 ===Mathematical modeling=== ===Mathematical modeling===
  
-Basic principles of mathematical modeling+  * Basic principles of mathematical modeling 
 +    * Hypothesis testing 
 +    * Error manipulation 
 +  * Predictive modeling 
 +    * Linear modeling with example 
 +    * Outliers and instability
  
-  * Hypothesis testing +  * Overview of different mathematical models 
-Error manipulation +    * Multilinear regression models 
-Predictive modeling +    * Polynomial regression models 
-Linear modeling with example +    * Hazard models 
-Outliers and instability+    * General linear models 
 +    * Timeseries analysis 
 +    * ...

  
- +  * The curse of non linearity
 
-Overview of different mathematical models +  The curse of assumptions 
-Multilinear regression models +    Normality 
-Polynomial regression models +    Linearity 
-Hazard models +    Distributional assumptions
-General linear models +
-Times series analysis +
-...
 +
-The curse of non linearity
 +
-The curse of assumptions +
-Normality +
-Linearity +
-Distributional assumptions+
  
  
 ===Mathematical models of ecological  systems
==== ===Mathematical models of ecological  systems
====
  
-Introduction into biostatistics +  * Introduction into biostatistics 
-The outlier problem  +  The outlier problem  
-Rare events  +  Rare events  
-Recursive patterns +  Recursive patterns 
-Linearization +  Linearization 
-Risk modeling +  Risk modeling 
-Maths and ecological policy +  Maths and ecological policy
  
 ===Mathematical models of economical systems
=== ===Mathematical models of economical systems
===
-Godel’s theorem in a capitalist world +  * Gödel’s theorem in a capitalist world 
-Loan systems +    Loan systems 
-The monetary hyperspace +    The monetary hyperspace 
-Capitalism and infity +  Capitalism and infinity 
-Introduction into econometric modeling +  Introduction into econometric modeling 
-Linearization +  Linearization 
-Politics of complexity +  Politics of complexity 
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