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From London Financial Studies
Advanced Mathematics Financial Tools and Applications


Course Outline
The scope of this course is to revise some of the theories and principles used for calculating the price of financial derivatives. The Black-Scholes model is used as the starting point but gradually the level of complexity is increased to discuss the jump-diffusion models, stochastic volatility models as well as discussions of pricing various exotic pay-offs that will be the new
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From Creascience
Advanced Experimental Designs


This course covers the fundamental concepts in statistics in a non-technical and applied way.
This session focuses on the design and the analysis of more complex experimental designs than those seen in the Introduction to the Design of Experiments course. These designs are used to account for different sources of experimental constraints such as material heterogeneity, physical constraints,
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From Camo Inc.
Multivariate Data Analysis


Introduction to multivariate data modeling
When are multivariate methods useful?
Principles and applications of:
Principal Component Analysis (PCA)
Multivariate regression: Multi Linear Regression (MLR), Principal Component Regression (PCR), Partial Least Squares (PLS)
Relevant data collection
Multivariate modeling step by step
Pretreatment and scaling
Detecting and dealing with
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