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In this way, the best method available to solve a given problem can be found in an unbiased context.
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Diverse technologies such as phage display, cell systematic evolution of ligands by exponential enrichment and related modifications thereof are generating a wide range of peptide-based and structured nucleic acid (aptamers -based ligaptamers -basedeutic and diagnostic interventions in an unbiased bioligands context.
It is shown that, under reasonable assumptions, spectral estimation is unbiased in the context of complex error and its variance is reduced because the modulus of the whole signal is used.
In fact, Parzen et al showed that mathematically the usual two-sample t-test, naively assuming independent observations of the response within centre was asymptotically unbiased in this context [ 30].
In this context, unbiased pathway analysis of TCR-regulated genes affected by the loss of PKD2 (DAVID Bioinformatics Resources) implicated PKD2 in the regulation of cytokine activity and cytokine receptor interactions, as well as chemokine activity and chemokine receptor binding (Table 1 and Supplementary Figure S2 at http://www.BiochemJ.org/bj/442/bj4420649add.htm).htm
One of the benefits of this approach is that it allows data to be captured from the field that is unbiased by a research context; the forum participants are freely contributing data without prompting from a researcher.
In this context, an unbiased MS/MS based approach was used to quantify the methylation states of all lysine residues present on histones H3 and H4 in two model cells systems, Smyd3 depleted HeLa cells and Smyd3 knockout mouse embryonic fibroblasts (MEFs) (Fig. 2C and D).
I encountered this idea of the computer or its software as an unbiased mediator in different contexts during my research, under a variety of names such as 'unbiased grouping' or 'the data speaking for themselves'.
Unbiased clustering, based on mutational context, revealed clinically relevant subgroups regardless of the tumors' tissue of origin, highlighting similarities in evolutionary dynamics leading to hypermutation.
When I thought about my plan in a context of complete, unbiased honestly, the truth was inevitable: Once I was fully in charge of The Simpsons, Matt Groening would have to be let go.
Such high-throughput technologies have been extensively used to carry out broad, unbiased studies, particularly in the context of human diseases.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com