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Quantitative Methods (Topics (Types of otimization problems, Methods of…
Quantitative Methods
Topics
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Derivative-free optimization, genetic algorithms, neural networks
Derivative-free optimization, decision trees, clustering, network optimization
Survey of probability calculus, probability space, random variables, probability distributions, limit theorems
Basics of statistics, hypothesis testing
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Basics of decision theory, decision model, decision matrix, process simulation
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Time series characteristics, time series regression
ARIMA models, Markov chains
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Literature
Rice, J. A. (2007): Mathematical statisticsandDataAnalysis.Belmont.Thomson’s
Wolfram, S. (2003): The mathematica book. Champaing. Wolfram Media
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