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Each time a voice-tag is successfully utilized (a positive confirmation of the speech recognition result is detected and the corresponding action is implemented e.g., the call is made), the utterance is reused as another sample to produce additional phonetic strings to update the seed phonetic strings of the voice-tag through performing hypothesis combination.
Our proposed method deals with problem (ii) by accounting for the over-fitting that is intrinsic to performing hypothesis testing on model (2).
The R package vignette provided as Supplementary File S2 presents the code for summarizing the data, performing hypothesis testing and running the network analysis using the Reactome human PPIN, version 43 (Croft et al., 2011).
H0n: ν n (1) = ν n (2) vs H1n: ν n (1) ≠ ν n (2) Many methods for performing hypothesis testing exist, and we chose to use a two-sample t-test for each gene separately.
Preservation of ratios can be addressed by performing hypothesis testing by comparing ratios between the two cell lines for the amplified material with ratios between the two cell lines for the non-amplified material for each gene.
First, based on literature arguing that healthy individuals display a range of protective 'positive illusions' (e.g. Taylor & Brown, 1988; Mezulis et al., 2004) and on our previous results (B. D. Dunn et al., 2007), we expected participants in general to show a positive bias on the task, over-estimating how well they were performing (Hypothesis 1).
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Recently, time-dependent BD processes have attracted more attention as a mode of performing hypothesis-driven research [ 42– 42].
The remaining weeks are spent developing and performing hypothesis-driven experiments, documenting research results, and subsequently analyzing these results for dissemination via publication or meeting presentation.
A novel way of performing hypothesis-free analysis of the genome suitable for the identification of disease risk genes of considerably smaller effect is the genome-wide association study (GWAS).
We used the method described by Palmer 8 to perform hypothesis testing on the rank performance of our hospital from 2006 onwards.
However, array technology can also be employed to perform hypothesis based studies if optimized chips can be produced with relevant content.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com