In this paper, we use a Quantile Structural Vector Autoregressive (QSVAR) model, estimated over the quarterly period of 1975:Q3 to 2017:Q3, analyze whether impact monetary policy shocks on growth rate real house price in United States is contingent initial state housing market sentiment. We find that contractionary reduces more strongly when characterized by optimism rather than pessimism, with...

Protein secondary structure (SS) prediction is important for studying protein structure and function. When only the sequence (profile) information is used as input feature, currently the best predictors can obtain ~80% Q3 accuracy, which has not been improved in the past decade. Here we present DeepCNF (Deep Convolutional Neural Fields) for protein SS prediction. DeepCNF is a Deep Learning exte...

The aim of this study was to evaluate patient related outcome and shoulder stability following open reduction and internal fixation (ORIF) in patients with glenoid rim fractures. After a median follow-up of four years, 14 patients completed the Rowe Shoulder Stability Score and Quick DASH questionnaire. The median Rowe score was 90 (Q1: 88, Q3: 100). Results were graded excellent in 11 patients...

RaptorX Property (http://raptorx2.uchicago.edu/StructurePropertyPred/predict/) is a web server predicting structure property of a protein sequence without using any templates. It outperforms other servers, especially for proteins without close homologs in PDB or with very sparse sequence profile (i.e. carries little evolutionary information). This server employs a powerful in-house deep learnin...

In this paper we will give a simple construction for at least q(q + 1)/6e nondesarguesian translation planes GZ of order q6 whenever q =pe with p a prime. The elations of CY fixing the origin 0 generate a group S = SL(2, q*) having q + 2 orbits on the line L, at infinity. The group (Aut a),, has just two orbits on L,, of lengths q* + 1 and q6 q*. The kernel of LPI is GF(q3), and S acts irreduci...

The Erdős-Rényi and Projective Norm graphs are algebraically defined graphs that have proved useful in supplying constructions in extremal graph theory and Ramsey theory. Their eigenvalues have been computed and this yields an upper bound on their independence number. Here we show that in many cases, this upper bound is sharp in order of magnitude. Our result for the Erdős-Rényi graph has the f...

Multiple-quantile plots provide a powerful graphical method for comparing the distributions of two or more populations. This article develops a method of visualizing triple-quantile plots and their associated confidence tubes, thus extending the notion of a quantile-quantile (QQ) plot to three dimensions. More specifically, we consider three independent one-dimensional random samples with corre...