Probabilistic Machine Learning for Finance and Investing by Deepak Kanungo

Author:Deepak Kanungo
Language: eng
Format: epub
Publisher: O'Reilly Media, Inc.
Published: 2022-09-12T00:00:00+00:00

Convergence to the best estimate is non-linear making it slow and costly. It may not occur quickly enough to be of any practical value to trading or investing

These challenges can be met as follows:

Rigorous data analysis, domain knowledge and industry expertise. You need to balance rigorous financial modeling with time, cost and effectiveness of the models that you produce.

Treat all financial models as flawed and imperfect guides. Don’t let the mathematical jargon intimidate or lull you into a false sense of security. Remember the adage ‘All models are wrong, but some are useful’.

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