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Online Variational Bayes Inference for High-Dimensional Correlated Data
High-dimensional data with hundreds of thousands of observations are becoming commonplace in many disciplines. The analysis of such data poses many computational challenges,... -
Data Summary
Summary of thirty game structures that compose the full combined data set [6–13]. BR 2006 [8] and DB 2005 [7] both also conducted one-shot games; we only describe and use their... -
Model parameters.
aSpecified with reference to Cook [30] and Waage et al. [36] using distributions defined in Biosecurity Australia [31]; b Derived from Sapoukhina et al. [37]; c ABS [6], Note... -
Experimental Results.
(a) Summary of experimental groups showing representative images (4–16-cell/morula group shows only an 8-cell embryo), average number of hours post-fertilization (p.f.) each... -
Simulation parameters.
MBR = MPW = MCV = 100, MCA = WBA. n ∈ {3, 9, 27}, WBA ∈ [0.1, 2], WPC ∈ [0, 20], WCT = 0.1. ⌈n/2⌉ groups of size 1 and ⌊n/2⌋ of size chosen uniformly at random from [1, ⌊n/2⌋].... -
Baseline characteristics.
*School-level deprivation uses the decile assigned to each school by the New Zealand Ministry of Education for funding purposes. It reflects the proportion of students who live... -
Supplementary Material
Supplemental material, Supplementary_Table_1_submission_TAH for Safety and efficacy of nilotinib in routine clinical practice in patients with chronic myeloid leukemia in... -
Sensitivity analyses.
Projected Estimates of Reductions in Cardiovascular Disease from a Dietary Salt Reduction Target of 3 g/day achieved over 30 years (via a linear reduction in intake of 0.1... -
Likelihood Estimation for the INAR(<i>p</i>) Model by Saddlepoint Approximation
Saddlepoint techniques have been used successfully in many applications, owing to the high accuracy with which they can approximate intractable densities and tail probabilities.... -
Study design.
Study type refers to the type of model and the inclusion of risk heterogeneity in the population modelled. Setting/MoT refers to the geographical setting and the mode of... -
Oligonucleotides used in this study.
aSequences in upper case letters are derived from the genome sequences of H. pylori 26695 [25], H. hepaticus[32], C. jejuni[33] and W. succinogenes[34]. Sequences introduced for... -
Classification results
This table contrasts the classification results obtained through generative embedding with those afforded by three conventional methods. As described in the main text, the... -
Summary statistics.
Values are presented as Mean ±SEM. Abbreviations: fWHR [34]; EME [44]; ULh, LLh and Nw [33]; Index 1 [47], Index 2 [48], [50], Index 3 [10], [49], ProcDist [54], [79], DiscSco1... -
Social context of the Old Kingdom copper model tools
Copper model tools were usually part of the elite burial equipment during the Old Kingdom in the Ancient Egypt. Definition of tool types is based on the semiotic triangle and a... -
Baseline characteristics of patients.
ap-value comparing normal pulmonary function and abnormal pulmonary function groups. bp-value according to one-way ANOVA comparing patients with normal pulmonary function,...
