PPT-Quantifying uncertainty in impact models

for S2D forecasting EUPORIAS wp31 Nov 2012 Ronald Hutjes Background S2D impact prediction Uncertainty explosion Skill implosion SST Weather Downscaling Soil moisture Plant productivity. Jake Blanchard. Spring 2010. Uncertainty Analysis for Engineers. 1. Introduction. We’ve discussed single-variable probability distributions. This lets us represent uncertain inputs. But what of variables that depend on these inputs? How do we represent their uncertainty?. Nick Bloom (Stanford & NBER). Harvard, April 23. rd. and 30. th. Talk summarizes . a forthcoming JEP article (& a work-in-progress longer JEL). Talk summarizes . a forthcoming JEP article (& a work-in-progress longer JEL). Nick Bloom (Stanford & NBER). IMF Lectures, January 18. th. 2013. Talk summarizes a JEL draft with Fernandez-Villaverde and Schneider. Currently very scrappy and only the slides are on-line but hoping to post the paper on-line soon. IB DP Physics. Error Bars. U. sed . on graphs to display the uncertainty in measurements of the data . points.. T. here . may be uncertainty in just the y-values, just the x-values, or . both. .. Must be included in all DP Physics data analysis including your Internal Assessment. Lecture One. Paul . Constantine. March 29, 2011. What is UQ???. Uncertainty Quantification – ME470. Paul Constantine. Combining computational models, physical observations, and possibly expert . judgment . in the Defense Budget. Todd Harrison. Delays in Defense Appropriations Bills. 2. Average Delay FY77-FY13: . 43 days. Average Delay FY10-FY13: . 134 days. Budgetary Uncertainty. 3. Budgetary Uncertainty. An Evaluation of Development Viability. Peter Byrne. Pat McAllister. Peter Wyatt. www.henley.reading.ac.uk/rep/fulltxt/0810.pdf. Structure. Main Research questions. Background and context. Current practice. Inclined Manometer. http://. www.dwyer-inst.com. U-tube Manometer. Sensitivity. Inclined Manometer. http://. www.dwyer-inst.com. U-tube Manometer. Pitot. Static Probe. Measures fluid velocity . v. Based on Bernoulli’s law. . Avoidance. in 10 minutes. Geert Hofstede. January. 2015. Origin. of the term “. uncertainty. . avoidance. ”. One. of the . key. . concepts. in a “. behavioral. . theory. of the . firm. by Angela Campbell, Ph.D. and Andrew Cheng, Ph.D.. ICRAT. Angela Campbell, Ph.D.. June 21, 2016. The findings and conclusions in this paper are those of the author(s) and do not necessarily represent the views of the FAA. Saleem Bahaj & . Angus Foulis. 21st November 2016. The views expressed in this presentation are those of the presenter and not necessarily those of the . Bank of England or members of the MPC, FPC or PRA Board.. in Measurement. (IB text - Ch 11; AP text - section 1.4 pgs. 10-13 and A10-A13). All measurements have some degree of . uncertainty. . Therefore, we need to give some indication of the reliability of measurements and the uncertainties in the results calculated from these measurements. . Marcia McNutt. Editor-in-Chief. Science . family of Journals. Challenges with scientific uncertainty ...... Public perception that if scientists express uncertainty, they “don’t know they are talking about.”. OUTLINE. Accelerator Pre-alignment background. Uncertainty and GUM supplement 1. PACMAN pre-alignment budgeting . CMM uncertainty modeling. Thermal uncertainty compensation and modeling. First stochastic modeling results.