The phrase "analyzed by random" is not correct in standard written English.
It may be intended to convey that something is analyzed in a random manner, but the phrasing is awkward and unclear.
Example: "The data was analyzed by random sampling to ensure unbiased results."
Alternatives: "analyzed randomly" or "analyzed using random methods".
The reference surfaces are also obtained for the practical surfaces and further analyzed by random process techniques.
A few typical manufactured surfaces and their reference surfaces established by wavelet filter are further analyzed by random process techniques to bring out the waviness content and phase matching.
Synchronization of [Ca2+]i peaks among multiple cells was analyzed by random sample permutations using a script in Matlab.
Targeted MS data was analyzed by Random Forests by using the package 'randomForest' running in the R environment.
The average cDNA insert size and their distribution were analyzed by random sampling of cDNA clones from randomly selected plates.
Phenotypically red colonies from opposite mating types were crossed on malt extract plates and phenotypes analyzed by random spore analysis.
For experiments analyzed by random-neuron sampling and quantification of morphometric parameters, the floor of the culture dish was made with a photoetched ('gridded') glass cover slip (#1916-91818; Bellco, Vineland, NJ).
Baseline characteristics and co-interventions were analyzed by chi-square testing and mortality was analyzed by random-effects modeling and I. Our findings show that clinical variables presented significant heterogeneity, and that up to 90% of the mortality differences between both trials were not due to chance.
Sensitivities, specificities, and positive (LR+) and negative likelihood ratios (LR-) of CTC detection in individual studies were calculated and meta-analyzed by random effects model.
The year effect on severe crashes was also analyzed by the Random Effects Binomial regression model and the Negative Multinomial regression model.
In addition, sequencing bias was analyzed by detecting random distribution of reads in assembled unigenes.
