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maths_and_crisis [2009-02-11 11:02] – 81.188.78.24 | maths_and_crisis [2014-08-05 19:27] (current) – nik | ||
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- | ====Maths and crisis ==== | + | ====Mathematics |
- | By Tamuraj | + | |
+ | By Tamuraj | ||
=== Mathematical prerequisites === | === Mathematical prerequisites === | ||
* Algebraic prerequisites | * Algebraic prerequisites | ||
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* Mathematical functions | * Mathematical functions | ||
* Properties of mathematical functions | * Properties of mathematical functions | ||
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- | * Differentiability | + | * Differentiability |
* Mathematical equations | * Mathematical equations | ||
* Linear equations | * Linear equations | ||
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* Deduction systems | * Deduction systems | ||
* Meta logic | * Meta logic | ||
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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 | + | |
- | Multilinear regression models | + | |
- | Polynomial regression models | + | |
- | Hazard models | + | |
- | General linear models | + | |
- | Times series analysis | + | |
- | ... | + | |
- | The curse of non linearity | + | |
- | The curse of assumptions | + | |
- | Normality | + | |
- | Linearity | + | |
- | Distributional assumptions | + | |
===Mathematical models of ecological | ===Mathematical models of ecological | ||
- | Introduction into biostatistics | + | * Introduction into biostatistics |
- | The outlier problem | + | |
- | Rare events | + | |
- | Recursive patterns | + | |
- | Linearization | + | |
- | Risk modeling | + | |
- | 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 | + | |
- | The monetary hyperspace | + | |
- | Capitalism and infity | + | |
- | Introduction into econometric modeling | + | |
- | Linearization | + | |
- | Politics of complexity | + | |
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