More accurate outcomes and reporting data quality measures and descriptions of the detection methods in scientific papers can considerably improve the viability of research results and, hence, facilitate the replication of previous studies.
To at least acknowledge these limitations in our studies, it would be advantageous to consistently report data quality measures and detailed descriptions of the detection methods, together with a data quality correlational analysis.
We used a sign-tracking description of signal detection behavior by assuming that rats approach the location of the lever that they expect will be rewarded.
By adding the pre-processing steps, i.e., the SQRD-based then LLL-based LR blocks, and the computation of a close-to-ML unconstrained estimate (although linear) such as LRA-MMSE extended, a complete description of the detection may be obtained.
with h ~ t = ∑ i = 1 n ∑ j = 1 m | h i, j t | 2, h i, j t being the path gain from transmit antenna i to receive antenna j for ST codeword t, and where Γ i is an N dimensional vector of independent complex Gaussian random variables, Γ i = [ η ~ i 1, η ~ i 2, …, η ~ i N ] T, with E { Γ i Γ i ‡ } = σ 2 · H. Detailed description of the detection process is deferred to Section 5.
The detailed description of ICDS detection is described in [ 3].
(See Methods for a description of the detection algorithm).
For a detailed description of the detection of oxidized proteins, see the Supplemental Experimental Procedures.
In particular, the description of mSCT detection and analysis is inconsistent, raising serious questions regarding the significance of observed phenomena.
Similarly, a concise description of signal detection methods with respect to their input, output and analysis parameters is required, enabling their combined use either in parallel or in a conditional pipeline based on the output of individual steps.
