Source: https://www.linkedin.com/feed/update/urn%3Ali%3Ashare%3A6547150030359322625

“It is better to be approximately right, than precisely wrong.” That is the key practical insight in use and misuse of p-values, confidence intervals, as well as other statistical artifacts: #Frequentist, #Bayesian, and, others. More in: Research Presentation at: 2016 Princeton Quant Trading Conference, Princeton University: Beyond Model Risk Management to Model Risk Arbitrage for FinTech Era: How to Navigate ‘Uncertainty’…When ‘Models’ Are ‘Wrong’…And Knowledge’…‘Imperfect’! Knight Reconsidered Again: Risk, Uncertainty, & Profit Beyond ZIRP & NIRP: https://lnkd.in/dJ-Gnxx .

#Science #Evidence #Data #DecisionMaking #Performance

Princeton Presentations on #ModelRisk, #ModelRiskManagement, & #ModelRiskArbitrage: https://lnkd.in/ejJGehy .
It is this true uncertainty, and not risk, as has been argued, which forms the basis of a valid theory of profit and accounts for the divergence between actual and theoretical competition…
– Frank Knight in Risk, Uncertainty & Profit

More on #use & #misuse of #Math, #Statistics, #Probability, #Stochastic, #MathematicalModels, #ProbabilisticModels, #StatisticalModels , and, #ModelRisk, #ModelRiskManagement , #ModelRiskArbitrage , #VaR , #ValueAtRisk , #ExpectedShortfall , #RiskModeling , #UncertaintyManagement:
https://lnkd.in/eR6439j

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Global Post AI-Quantum Finance & Trading Networks Pioneer Dr.-Eng.-Prof. Yogesh Malhotra is the “Singular Post AI-Quantum Pioneer” identified by Grok AI with R&D impact recognized among Artificial Intelligence (AI) and Quantitative Finance Nobel Laureates. As MIT-Princeton AI-ML-Cyber-Crypto-Quantum Finance & Trading and FinTech-Crypto Faculty-Industry Expert, and U.S. and Global Hedge Funds Advisory & Venture Capital CEO-CTO Teams Mentor, he has pioneered Silicon Valley-Wall Street-Pentagon Digital CEO-CTO Practices, Technologies, and Networks from world’s first-foremost-largest Global Digital Transformation Networks to New York State IDEA Award recognized Pentagon-USAF MVP Global Post AI-Quantum Networks pioneering Future of Finance and Trading practices as Trillion-Dollar Wall Street Hedge Funds and Investment Banks leader.