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Experimental benchmarking information


Experimental benchmarking allows researchers to learn about the accuracy of non-experimental research designs. Specifically, one can compare observational results to experimental findings to calibrate bias. Under ordinary conditions, carrying out an experiment gives the researchers an unbiased estimate of their parameter of interest. This estimate can then be compared to the findings of observational research. Note that benchmarking is an attempt to calibrate non-statistical uncertainty (flaws in underlying assumptions). When combined with meta-analysis this method can be used to understand the scope of bias associated with a specific area of research.

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Experimental benchmarking

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Experimental benchmarking allows researchers to learn about the accuracy of non-experimental research designs. Specifically, one can compare observational...

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Randomized benchmarking

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Randomized benchmarking is an experimental method for measuring the average error rates of quantum computing hardware platforms. The protocol estimates...

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YCSB

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Monash, Curt. "YCSB benchmark notes". Monash Research. Dey, Akon; Nambiar, Raghunath; Fekete, Alan; Röhm, Uwe. "YCSB+T: Benchmarking web-scale transactional...

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Statistical benchmarking

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that can be used for benchmarking smaller surveys. The benchmarking procedure begins by first breaking the population into benchmarking cells. Cells are formed...

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Optimal experimental design

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In the design of experiments, optimal experimental designs (or optimum designs) are a class of experimental designs that are optimal with respect to some...

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Partial charge

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good values, especially taking into account a growing library of experimental benchmark compounds and compounds with tested force fields. The published...

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Coefficient of restitution

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developed by Sir Isaac Newton in 1687. It is also known as Newton's experimental law. Line of impact – It is the line along which e is defined or in absence...

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Quantum simulator

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times more than previous devices. It has passed a series of important benchmarking tests that indicate a capability to solve problems in material science...

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Homology modeling

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atomic-resolution model of the "target" protein from its amino acid sequence and an experimental three-dimensional structure of a related homologous protein (the "template")...

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2015 in British television

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From Darkness BBC One 27 October The Naked Choir BBC Two 3 November Experimental Channel 4 6 November The Kennedys BBC One 10 November The Job Lot ITV/ITV2...

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Heinkel He 70 Blitz

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the He 70's influence on the Spitfire design was limited to use as a benchmark for aerodynamic smoothness. He 70a First prototype. He 70b Second prototype...

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Medical research

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[citation needed] Clinical research is carried out with people as the experimental subjects. It is generally supervised by physicians and conducted by nurses...

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Macromolecular docking

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binding affinity benchmark has been based on the protein–protein docking benchmark. 81 protein–protein complexes with known experimental affinities are...

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Meta Horizon OS version history

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Samsung Gear VR and later for its own headsets. The updates often include experimental or undocumented features. From 2013 to 2015, the then-proprietary firmware...

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Unigine

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PC Gamer, and JayzTwoCents. UNIGINE benchmarks are also included as part of the Phoronix Test Suite for benchmarking purposes on Linux and other systems...

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Quantum computing

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physical simulations; however, the current state of the art is largely experimental and impractical, with several obstacles to useful applications. The basic...

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ClickHouse

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technology company. In 2009, Alexey Milovidov and developers started an experimental project to check the hypothesis if it was viable to generate analytical...

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Machine learning in physics

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Classical machine learning is effective at processing large amounts of experimental or calculated data in order to characterize an unknown quantum system...

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Finance

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theories in finance can be tested using the scientific method, covered by experimental finance. The early history of finance parallels the early history of...

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Con Kolivas

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taking a toll on his health, work and family. He has also written a benchmarking tool called ConTest that can be used to compare the performance of different...

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Evolutionary computation

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|journal= (help) Kudela, Jakub (December 12, 2022). "A critical problem in benchmarking and analysis of evolutionary computation methods". Nature Machine Intelligence...

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ChatGPT

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costs $20 per month. According to the company, the updated but still "experimental" version of ChatGPT would provide access during peak periods, no downtime...

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