Starting with the N Tth updates, the sample data F X (m) of the WB audio feature, the hidden states S hidden(m), and the sample data F Y (m) of the HF spectral envelope are collected for establishing the state collection matrix B and the expectation output matrix Q.
The column vectors of the state collection matrix B(k) for the kth ESN are represented as [1, F X (m) T, S hidden(m, k) T ] T, so the dimension of B(k) is (1 + d X + d S ) × (N train − N T ).
(DOCX 45 kb) Additional file 2: Data collection matrix used for IGO documentary review.
The development of the data collection matrix was informed by a literature review on framing in global health [ 17– 25].
The final data collection matrix contained eight frames (Table 2).> The interview transcripts, field notes, and public documents were qualitatively analyzed in NVivo 10 using thematic analysis as described by Yin [ 26].
Information was extracted from these documents using a data collection matrix designed to identify the dominant frames used to conceptualize global health, existing forms of collaboration with other sectors, and to corroborate the themes that emerged from the interviews (see Additional file 2 for the matrix).
There are factors other than prescription volume that can play an important role in the quantities of antibiotics detected in the hospital effluent like the metabolism of antibiotics, their stability in the environment, temperature, water flow rate, time of sample collection, matrix effect, etc [ 1, 5].
The software allows scanning a given collection of matrices for PWMs similar to a given query at given score thresholds or P-value levels.
LSI is a collection of matrix algorithm and some probabilistically analyses on it.
