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But by working together with other methods, like, for example, the stuff that Gabriel [INAUDIBLE] talked about, or Jim DiCarlo.
Using standard properties of dual optimization problems [9, 27], it can be shown that this problem is convex with respect to μ, and thus, derivative-free line search methods like, for example, Golden-section or Fibonacci, can be used to determine μ*.
As a consequence, matrix based methods, like for example the Newton Raphson algorithm coupled with a direct inversion of the Jacobian matrix, lead to computational costs too large in terms of both memory and execution time.
Some of the methods like for example bg_noNorm, bg_vst_loess, and noBg_average lead to asymmetric scatterplots indicating a bias in the expression values and a higher variability between replicates.
This is prerequisite for many statistical methods, like for example linear model fitting and moderate t-statistics [ 21], that are utilised for analysing gene expression data.
MSSCP can be used for initial screening of animal infections, instead of a detailed genetic analysis, and serve as an alternative to time consuming and expensive methods like, for example, NGS and RRT-PCR.
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This further underscores the need to incorporate independent methods (like qRT-PCR) for examining candidate genes in the early stages of discovery.
Depending on the process, equipment cost can vary, from inexpensive for methods like shielded metal arc welding and oxyfuel welding, to extremely expensive for methods like laser beam welding and electron beam welding.
By the way, the method I like for judging whether the chicken is done is to pour out some of the juices that collect in the cavity -- they should not be pink.
Heavier reliance on analog storage methods like paper, for fear of snooping, blackouts or cloud computing bankruptcies?
This bias can only be excluded by using expensive methods like testing for cotinine (a metabolite of nicotine) in the saliva, blood or urine of the students.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com