cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.1466767.v34
title: Program for keeping into account the solar reflections from obstructions in ESP-r on the basis of the irradiance ratios

description: Modish is a program for bringing into account the reflective effect of solar obstructions on solar gains in an ESP-r building model on the basis of irradiance ratios combining the direct radiation on a surface, as calculated by ESP-r, and the total radiation on the same surface, as calculated by the means of Radiance. Modish is written in Perl and can be installed from the CPAN with the command: sudo cpanm Sim::OPT::ModishWhen Modish is installed, its documentation can be opened with the command:perldoc Sim::OPT::Modish<br>
DOI: 10.6084/m9.figshare.1466767.v35
title: Program for keeping into account the solar reflections from obstructions in ESP-r on the basis of the irradiance ratios

description: Modish is a program for bringing into account the reflective effect of solar obstructions on solar gains in an ESP-r building model on the basis of irradiance ratios combining the direct radiation on a surface, as calculated by ESP-r, and the total radiation on the same surface, as calculated by the means of Radiance. Modish is written in Perl and can be installed from the CPAN with the command: sudo cpanm Sim::OPT::ModishWhen Modish is installed, its documentation can be opened with the command:perldoc Sim::OPT::Modish<br>
DOI: 10.17632/8jngtysctt.1
title: Replication dataset for J. Evans and G. Ivaldi, "Contextual effects of immigrant presence on populist radical right support: testing the ‘halo effect’ on FN voting in France", Comparative Political Studies.

description: Stata data and syntax for replication of "Contextual effects of immigrant presence on populist radical right support: testing the ‘halo effect’ on FN voting in France", Comparative Political Studies.
DOI: 10.17632/fnj2b4dvfr.1
title: Majority of German and US citizens support policy advocacy by climate researchers
DOI: 10.6084/m9.figshare.1466767.v36
title: Program for keeping into account the solar reflections from obstructions in ESP-r on the basis of the irradiance ratios

description: Modish is a program for bringing into account the reflective effect of solar obstructions on solar gains in an ESP-r building model on the basis of irradiance ratios combining the direct radiation on a surface, as calculated by ESP-r, and the total radiation on the same surface, as calculated by the means of Radiance. Modish is written in Perl and can be installed from the CPAN with the command: sudo cpanm Sim::OPT::ModishWhen Modish is installed, its documentation can be opened with the command:perldoc Sim::OPT::Modish<br>
DOI: 10.6084/m9.figshare.1466767.v37
title: Program for keeping into account the solar reflections from obstructions in ESP-r on the basis of the irradiance ratios

description: Modish is a program for bringing into account the reflective effect of solar obstructions on solar gains in an ESP-r building model on the basis of irradiance ratios combining the direct radiation on a surface, as calculated by ESP-r, and the total radiation on the same surface, as calculated by the means of Radiance. Modish is written in Perl and can be installed from the CPAN with the command: sudo cpanm Sim::OPT::ModishWhen Modish is installed, its documentation can be opened with the command:perldoc Sim::OPT::Modish<br>
DOI: 10.6084/m9.figshare.1464957
title: CH3F5 Computer workshop 2 2014-15 vancomycin and donepezil visualisation

description: Computer workshop using PDB for bioorganic chemistry module: vancomycin (antibiotic), donepezil (Aricept, a cholinesterase inhibitor).
DOI: 10.6084/m9.figshare.1464957.v1
title: CH3F5 Computer workshop 2 2014-15 vancomycin and donepezil visualisation

description: Computer workshop using PDB for bioorganic chemistry module: vancomycin (antibiotic), donepezil (Aricept, a cholinesterase inhibitor).
DOI: 10.17632/gwvw77373v.1
title: Error analysis of A1 CEFR level writings OF Turkish as L2

description: This data set was created with the aim of error analysis of A1 CEFR (Common European Framework of Reference for Languages) level writing exam papers of 177 learners, who learn Turkish as L2. The data collection materials included an A1 level assessment exam and a demographic information survey. The set covers RAW data of errors, gender, age, the number of languages the learner knows, the language family of L1, county of residence. After creating frequency and density tables of errors, we ran inferential statistical tests. According to our analysis, there is a relationship between error frequency and learner group (Arabic-Farsi, Turkic, Balkan, and Other). The error density varied as a function of the learner group. There is also a relationship between error frequency and language family of the learner's mother language. On the other hand, there is no significant difference in error density by language family. The number of languages the learner knows, and gender has no significant effect on error frequency and density.
DOI: 10.6084/m9.figshare.1466767.v38
title: Program for keeping into account the solar reflections from obstructions in ESP-r on the basis of the irradiance ratios

description: Modish is a program for bringing into account the reflective effect of solar obstructions on solar gains in an ESP-r building model on the basis of irradiance ratios combining the direct radiation on a surface, as calculated by ESP-r, and the total radiation on the same surface, as calculated by the means of Radiance. Modish is written in Perl and can be installed from the CPAN with the command: sudo cpanm Sim::OPT::ModishWhen Modish is installed, its documentation can be opened with the command:perldoc Sim::OPT::Modish<br>
DOI: 10.6084/m9.figshare.1466767.v39
title: Program for keeping into account the solar reflections from obstructions in ESP-r on the basis of the irradiance ratios

description: Modish is a program for bringing into account the reflective effect of solar obstructions on solar gains in an ESP-r building model on the basis of irradiance ratios combining the direct radiation on a surface, as calculated by ESP-r, and the total radiation on the same surface, as calculated by the means of Radiance. Modish is written in Perl and can be installed from the CPAN with the command: sudo cpanm Sim::OPT::ModishWhen Modish is installed, its documentation can be opened with the command:perldoc Sim::OPT::Modish<br>
DOI: 10.6084/m9.figshare.1463477
title: Orthogonalizing EM: A Design-Based Least Squares Algorithm

description: We introduce an efficient iterative algorithm, intended for various least squares problems, based on a design of experiments perspective. The algorithm, called orthogonalizing EM (OEM), works for ordinary least squares (OLS) and can be easily extended to penalized least squares. The main idea of the procedure is to orthogonalize a design matrix by adding new rows and then solve the original problem by embedding the augmented design in a missing data framework. We establish several attractive theoretical properties concerning OEM. For the OLS with a singular regression matrix, an OEM sequence converges to the Moore-Penrose generalized inverse-based least squares estimator. For ordinary and penalized least squares with various penalties, it converges to a point having grouping coherence for fully aliased regression matrices. Convergence and the convergence rate of the algorithm are examined. Finally, we demonstrate that OEM is highly efficient for large-scale least squares and penalized least squares problems, and is considerably faster than competing methods when <i>n</i> is much larger than <i>p</i>. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.1463476
title: Fast Computing for Distance Covariance

description: Distance covariance and distance correlation have been widely adopted in measuring dependence of a pair of random variables or random vectors. If the computation of distance covariance and distance correlation is implemented directly accordingly to its definition then its computational complexity is O(<i>n</i><sup>2</sup>) which is a disadvantage compared to other faster methods. In this paper we show that the computation of distance covariance and distance correlation of real valued random variables can be implemented by an O(<i>n</i>log <i>n</i>) algorithm and this is comparable to other computationally efficient algorithms. The new formula we derive for an unbiased estimator for squared distance covariance turns out to be a U-statistic. This fact implies some nice asymptotic properties that were derived before via more complex methods. We apply the fast computing algorithm to some synthetic data. Our work will make distance correlation applicable to a much wider class of problems. A supplementary file to this article includes a Matlab and C based software that realizes the proposed algorithm.
DOI: 10.6084/m9.figshare.1463476.v1
title: Fast Computing for Distance Covariance

description: Distance covariance and distance correlation have been widely adopted in measuring dependence of a pair of random variables or random vectors. If the computation of distance covariance and distance correlation is implemented directly accordingly to its definition then its computational complexity is O(<i>n</i><sup>2</sup>) which is a disadvantage compared to other faster methods. In this paper we show that the computation of distance covariance and distance correlation of real valued random variables can be implemented by an O(<i>n</i>log <i>n</i>) algorithm and this is comparable to other computationally efficient algorithms. The new formula we derive for an unbiased estimator for squared distance covariance turns out to be a U-statistic. This fact implies some nice asymptotic properties that were derived before via more complex methods. We apply the fast computing algorithm to some synthetic data. Our work will make distance correlation applicable to a much wider class of problems. A supplementary file to this article includes a Matlab and C based software that realizes the proposed algorithm.
DOI: 10.6084/m9.figshare.1466767.v40
title: Program for keeping into account the solar reflections from obstructions in ESP-r on the basis of the irradiance ratios

description: Modish is a program for bringing into account the reflective effect of solar obstructions on solar gains in an ESP-r building model on the basis of irradiance ratios combining the direct radiation on a surface, as calculated by ESP-r, and the total radiation on the same surface, as calculated by the means of Radiance. <br><br>
DOI: 10.6084/m9.figshare.1463474
title: Fast and Flexible ADMM Algorithms for Trend Filtering

description: This article presents a fast and robust algorithm for trend filtering, a recently developed nonparametric regression tool. It has been shown that, for estimating functions whose derivatives are of bounded variation, trend filtering achieves the minimax optimal error rate, while other popular methods like smoothing splines and kernels do not. Standing in the way of a more widespread practical adoption, however, is a lack of scalable and numerically stable algorithms for fitting trend filtering estimates. This article presents a highly efficient, specialized alternating direction method of multipliers (ADMM) routine for trend filtering. Our algorithm is competitive with the specialized interior point methods that are currently in use, and yet is far more numerically robust. Furthermore, the proposed ADMM implementation is very simple, and, importantly, it is flexible enough to extend to many interesting related problems, such as sparse trend filtering and isotonic trend filtering. Software for our method is freely available, in both the C and R languages.
DOI: 10.6084/m9.figshare.1463474.v1
title: Fast and Flexible ADMM Algorithms for Trend Filtering

description: This article presents a fast and robust algorithm for trend filtering, a recently developed nonparametric regression tool. It has been shown that, for estimating functions whose derivatives are of bounded variation, trend filtering achieves the minimax optimal error rate, while other popular methods like smoothing splines and kernels do not. Standing in the way of a more widespread practical adoption, however, is a lack of scalable and numerically stable algorithms for fitting trend filtering estimates. This article presents a highly efficient, specialized alternating direction method of multipliers (ADMM) routine for trend filtering. Our algorithm is competitive with the specialized interior point methods that are currently in use, and yet is far more numerically robust. Furthermore, the proposed ADMM implementation is very simple, and, importantly, it is flexible enough to extend to many interesting related problems, such as sparse trend filtering and isotonic trend filtering. Software for our method is freely available, in both the C and R languages.
DOI: 10.6084/m9.figshare.1463477.v2
title: Orthogonalizing EM: A Design-Based Least Squares Algorithm

description: We introduce an efficient iterative algorithm, intended for various least squares problems, based on a design of experiments perspective. The algorithm, called orthogonalizing EM (OEM), works for ordinary least squares (OLS) and can be easily extended to penalized least squares. The main idea of the procedure is to orthogonalize a design matrix by adding new rows and then solve the original problem by embedding the augmented design in a missing data framework. We establish several attractive theoretical properties concerning OEM. For the OLS with a singular regression matrix, an OEM sequence converges to the Moore-Penrose generalized inverse-based least squares estimator. For ordinary and penalized least squares with various penalties, it converges to a point having grouping coherence for fully aliased regression matrices. Convergence and the convergence rate of the algorithm are examined. Finally, we demonstrate that OEM is highly efficient for large-scale least squares and penalized least squares problems, and is considerably faster than competing methods when <i>n</i> is much larger than <i>p</i>. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.1466767.v41
title: Program for keeping into account the solar reflections from obstructions in ESP-r on the basis of the irradiance ratios

description: Modish is a program for bringing into account the reflective effect of solar obstructions on solar gains in an ESP-r building model on the basis of irradiance ratios combining the direct radiation on a surface, as calculated by ESP-r, and the total radiation on the same surface, as calculated by the means of Radiance. <br><br>
DOI: 10.17632/dxx87pswzg.1
title: PGC-1α Controls Skeletal Stem Cell Fate and Bone-Fat Balance in Osteoporosis and Skeletal Aging by Inducing TAZ

description: Provided here are the raw images for all FABP4 stainings published in this article.
DOI: 10.6084/m9.figshare.1466767.v42
title: Program for keeping into account the solar reflections from obstructions in ESP-r on the basis of the irradiance ratios

description: Modish is a program for bringing into account the reflective effect of solar obstructions on solar gains in an ESP-r building model on the basis of irradiance ratios combining the direct radiation on a surface, as calculated by ESP-r, and the total radiation on the same surface, as calculated by the means of Radiance. <br><br>
DOI: 10.6084/m9.figshare.1463397.v1
title: Parent-of-origin effects in Turner Syndrome patients

description: Turner Syndrome patients have a single X chromosome, without a partner, X or Y. It has been suggested that the inheritance of the maternal X or paternal X may affect the severity of Turner Syndrome, as well as the incidence of mental disorders in Turner Syndrome individuals. Parental imprinting on the X chromosome may lead to different phenotypic variations in Turner Syndrome patients. In this project, we conduct an analysis of the current state of research on Turner Syndrome, and review the evidence for an effect of maternally inherited versus paternally inherited X chromosomes for both physical and psychiatric traits. We conducted a literature search to compile data and information about Turners Syndrome into one place with the goal of clarifying the parent-of-origin effects in Turner Syndrome.
DOI: 10.6084/m9.figshare.1466767.v43
title: Program for keeping into account the solar reflections from obstructions in ESP-r on the basis of the irradiance ratios

description: Modish is a program for bringing into account the reflective effect of solar obstructions on solar gains in an ESP-r building model on the basis of irradiance ratios combining the direct radiation on a surface, as calculated by ESP-r, and the total radiation on the same surface, as calculated by the means of Radiance. <br><br>
DOI: 10.17632/w367ty5dr8.1
title: Data for: Diagenesis of Vera Rubin ridge, Gale crater, Mars from Mastcam multispectral images

description: Mastcam and ChemCam spectral data as shown in the publication "Diagenesis of Vera Rubin ridge, Gale crater, Mars from Mastcam multispectral images" by Briony Horgan et al., submitted to the Journal of Geophysical Research - Planets for the Vera Rubin ridge special issue in 2020. Contents: - mastcam_spectra_and_parameters.csv: All Mastcam spectra and spectral parameters as shown in manuscript plots. - ccam_spectra_and_parameters.csv: All ChemCam spectra and spectral parameters as shown in manuscript plots.
DOI: 10.6084/m9.figshare.1466767.v44
title: Program for keeping into account the solar reflections from obstructions in ESP-r on the basis of the irradiance ratios

description: Modish is a program for bringing into account the reflective effect of solar obstructions on solar gains in an ESP-r building model on the basis of irradiance ratios combining the direct radiation on a surface, as calculated by ESP-r, and the total radiation on the same surface, as calculated by the means of Radiance. <br><br>
DOI: 10.6084/m9.figshare.1463386
title: Experimental Data from "Delay-dependent response in weakly electric fish under closed-loop pulse stimulation", Caroline Garcia Forlim, Reynaldo Daniel Pinto, Pablo Varona, Francisco B. Rodriguez, 2015

description: Experimental Data from "Delay-dependent response in weakly electric fish under closed-loop pulse stimulation", Caroline Garcia Forlim, Reynaldo Daniel Pinto, Pablo Varona, Francisco B. Rodriguez, 2015: Experiments_closedloop_realistic_electric_pulses data acquisition: Grupo de Neurocomputación Biológica - GNB<br>Universidad Autónoma de Madrid, Madrid, Spain contact: Caroline.GarciaForlim@ugent.be, pablo.varona@uam.es, f.rodriguez@uam.es Protocol: 30 min protocol + 30 min stimulus sent after a delay d (ms) stimulus: 3V G. petersii characteristic waveshape sent after a delay d. Files: tn_control_...ms.dat : fish pulse timing in the control sessions<br>tn_stimulus_d...ms.dat: fish pulse timing in the stimulus sessions Example, for the protocol with 40 ms delay pulses, the files are: tn_control_40ms.dat + tn_stimulus_d40ms.dat
DOI: 10.6084/m9.figshare.1463386.v1
title: Experimental Data from "Delay-dependent response in weakly electric fish under closed-loop pulse stimulation", Caroline Garcia Forlim, Reynaldo Daniel Pinto, Pablo Varona, Francisco B. Rodriguez, 2015

description: Experimental Data from "Delay-dependent response in weakly electric fish under closed-loop pulse stimulation", Caroline Garcia Forlim, Reynaldo Daniel Pinto, Pablo Varona, Francisco B. Rodriguez, 2015: Experiments_closedloop_realistic_electric_pulses data acquisition: Grupo de Neurocomputación Biológica - GNB<br>Universidad Autónoma de Madrid, Madrid, Spain contact: Caroline.GarciaForlim@ugent.be, pablo.varona@uam.es, f.rodriguez@uam.es Protocol: 30 min protocol + 30 min stimulus sent after a delay d (ms) stimulus: 3V G. petersii characteristic waveshape sent after a delay d. Files: tn_control_...ms.dat : fish pulse timing in the control sessions<br>tn_stimulus_d...ms.dat: fish pulse timing in the stimulus sessions Example, for the protocol with 40 ms delay pulses, the files are: tn_control_40ms.dat + tn_stimulus_d40ms.dat
DOI: 10.6084/m9.figshare.1466767.v45
title: Program for keeping into account the solar reflections from obstructions in ESP-r on the basis of the irradiance ratios

description: Modish is a program for bringing into account the reflective effect of solar obstructions on solar gains in an ESP-r building model on the basis of irradiance ratios combining the direct radiation on a surface, as calculated by ESP-r, and the total radiation on the same surface, as calculated by the means of Radiance. <br><br>
DOI: 10.17632/x5w9hw7789.1
title: Environmental sustainability disclosures in annual reports of companies on the ASX Metals & Mining industry

description: Dataset with raw data used in the analysis
DOI: 10.6084/m9.figshare.1466767.v46
title: Program for keeping into account the solar reflections from obstructions in ESP-r on the basis of the irradiance ratios

description: Modish is a program for bringing into account the reflective effect of solar obstructions on solar gains in an ESP-r building model on the basis of irradiance ratios combining the direct radiation on a surface, as calculated by ESP-r, and the total radiation on the same surface, as calculated by the means of Radiance. <br><br>
DOI: 10.17632/45bwn5tn7r.1
title: San Francisco Dataset for Co-location Detection

description: Dataset used for validation of an information mining process for detection of spatial co-location patterns.
DOI: 10.6084/m9.figshare.1466767.v47
title: Program for keeping into account the solar reflections from obstructions in ESP-r on the basis of the irradiance ratios

description: Modish is a program for bringing into account the reflective effect of solar obstructions on solar gains in an ESP-r building model on the basis of irradiance ratios combining the direct radiation on a surface, as calculated by ESP-r, and the total radiation on the same surface, as calculated by the means of Radiance. <br><br>
DOI: 10.6084/m9.figshare.1463377
title: S1 File

description: S1 File. Compressed zip file of acquired cDTI DICOM data: Acquired DICOM data of the 6 diffusion directions for bmain and bref per subject
DOI: 10.17632/jmct6vgvz8.1
title: Concepción del Uruguay Dataset for Spatial Association Discovery

description: Dataset used for validation of information mining process for spatial association discovery.
DOI: 10.6084/m9.figshare.1466767.v48
title: Program for keeping into account the solar reflections from obstructions in ESP-r on the basis of the irradiance ratios

description: Modish is a program for bringing into account the reflective effect of solar obstructions on solar gains in an ESP-r building model on the basis of irradiance ratios combining the direct radiation on a surface, as calculated by ESP-r, and the total radiation on the same surface, as calculated by the means of Radiance. <br><br>