cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.815878
title: Frequentist MCMC

description: Some definitions are introduced and exemplified that may help to relate Bayesian statistics to frequentist statistics. The idea is interesting. More work is required. Practical implications would be: - Opens up the possibility to use MCMC algorithms sampling parameters given data, e.g., Stan or WinBUGS, for frequentist hypothesis testing. Conceptual implications would be: - Formally relate results from Bayesian statistics to those from frequentist statistics. - Define approaches and situations, in which frequentist and Bayesian approaches give identical results, or to explain differences obtained with different approaches. References: - Kass RE, Wasserman L (1996) The Selection of Prior Distributions by Formal Rules. JASA, 91 (435), 1343-1370 - Berger, James. "The case for objective Bayesian analysis." Bayesian Analysis 1.3 (2006): 385-402. - Bernardo, José M. "Intrinsic credible regions: An objective Bayesian approach to interval estimation." Test 14.2 (2005): 317-384. - Efron, Bradley. "A 250-year argument: Belief, behavior, and the bootstrap." Bulletin of the American Mathematical Society 50.1 (2013): 129-146. - Berger, James O, Brunero Liseo, and Robert L Wolpert. "Integrated likelihood methods for eliminating nuisance parameters." Statistical Science 14.1 (1999): 1-28. - Severini, Thomas A. "Integrated likelihood functions for non-Bayesian inference." Biometrika 94.3 (2007): 529-542. - Berger, James O, José M Bernardo, and Dongchu Sun. "The formal definition of reference priors." The Annals of Statistics (2009): 905-938. - Bjørnstad, Jan F. "On the generalization of the likelihood function and the likelihood principle." Journal of the American Statistical Association 91.434 (1996): 791-806.
DOI: 10.6084/m9.figshare.815883.v2
title: Do Ethics matter in Consumer Purchase Behaviour

description: In recent years, ethical trade and Corporate Social Responsibility have gained a lot of attention in theUK, yet limited attention has been given to the role and impact of ethical concerns on consumer purchase behaviour. The overall purpose of this study is to contribute to a better understanding of ethical consumerism. A self-administered questionnaire was used as the data collection technique in order to achieve the objectives of this study. The results of the findings revealed that, despite consumers’ high level of awareness of ethical issues there is little evidence that these issues greatly affect consumers’ purchasing behaviour. In fact, price seems to be the most important indicator of their purchasing behaviour. The uneven distribution of wealth also makes it impossible for all consumers to choose ethically sound products. The findings of this study are a useful source of information for marketers who may want to attract this “green” segment of the market. Furthermore, whether or not marketers are pursuing the ethical strategy, they should also bear in mind that even if a good eco-performance is unlikely to yield competitive advantages, a poor eco-performance can still lead to competitive disadvantages.
DOI: 10.6084/m9.figshare.815876.v1
title: Gaussian Job Archive for C18H23NO3

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.815878.v1
title: Frequentist MCMC

description: Some definitions are introduced and exemplified that may help to relate Bayesian statistics to frequentist statistics. The idea is interesting. More work is required. Practical implications would be: - Opens up the possibility to use MCMC algorithms sampling parameters given data, e.g., Stan or WinBUGS, for frequentist hypothesis testing. Conceptual implications would be: - Formally relate results from Bayesian statistics to those from frequentist statistics. - Define approaches and situations, in which frequentist and Bayesian approaches give identical results, or to explain differences obtained with different approaches. References: - Kass RE, Wasserman L (1996) The Selection of Prior Distributions by Formal Rules. JASA, 91 (435), 1343-1370 - Berger, James. "The case for objective Bayesian analysis." Bayesian Analysis 1.3 (2006): 385-402. - Bernardo, José M. "Intrinsic credible regions: An objective Bayesian approach to interval estimation." Test 14.2 (2005): 317-384. - Efron, Bradley. "A 250-year argument: Belief, behavior, and the bootstrap." Bulletin of the American Mathematical Society 50.1 (2013): 129-146. - Berger, James O, Brunero Liseo, and Robert L Wolpert. "Integrated likelihood methods for eliminating nuisance parameters." Statistical Science 14.1 (1999): 1-28. - Severini, Thomas A. "Integrated likelihood functions for non-Bayesian inference." Biometrika 94.3 (2007): 529-542. - Berger, James O, José M Bernardo, and Dongchu Sun. "The formal definition of reference priors." The Annals of Statistics (2009): 905-938. - Bjørnstad, Jan F. "On the generalization of the likelihood function and the likelihood principle." Journal of the American Statistical Association 91.434 (1996): 791-806.
DOI: 10.6084/m9.figshare.815883.v1
title: Do Ethics matter in Consumer Purchase Behaviour

description: In recent years, ethical trade and Corporate Social Responsibility have gained a lot of attention in theUK, yet limited attention has been given to the role and impact of ethical concerns on consumer purchase behaviour. The overall purpose of this study is to contribute to a better understanding of ethical consumerism. A self-administered questionnaire was used as the data collection technique in order to achieve the objectives of this study. The results of the findings revealed that, despite consumers’ high level of awareness of ethical issues there is little evidence that these issues greatly affect consumers’ purchasing behaviour. In fact, price seems to be the most important indicator of their purchasing behaviour. The uneven distribution of wealth also makes it impossible for all consumers to choose ethically sound products. The findings of this study are a useful source of information for marketers who may want to attract this “green” segment of the market. Furthermore, whether or not marketers are pursuing the ethical strategy, they should also bear in mind that even if a good eco-performance is unlikely to yield competitive advantages, a poor eco-performance can still lead to competitive disadvantages.
DOI: 10.6084/m9.figshare.814544.v1
title: Estimation of repeatability for Medicago phenotypic data

description: Estimation of clonal repeatability, an upper-bound on heritability, for replicated accessions of Medicago truncatula grown in a greenhouse. Accompanies paper "Estimating heritability using genomic data" by J. Stanton-Geddes et al. (in press) <em>Methods in Ecology and Evolution</em>
DOI: 10.6084/m9.figshare.814471
title: Gaussian Job Archive for C18H25NO4

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.813385
title: DIYARBAKIR FAMILY

description: TWO CONSANGUINEOUS FAMILIES WITH SIBLINGS EXHIBITING UNER TAN SYNDROME OR OTHER CHARACTERISTICS OF HUMAN LOCOMOTION ARE PRESENTED IN THESE VIDEOS. THESE FAMILIES LIVED IN A SMALL VILLAGE NEAR DIYARBAKIR IN SOUTHERN TURKEY UNDER THE EXTREMELY LOW SOCIO-ECONOMIC CONDITIONS.
DOI: 10.6084/m9.figshare.813385.v1
title: DIYARBAKIR FAMILY

description: TWO CONSANGUINEOUS FAMILIES WITH SIBLINGS EXHIBITING UNER TAN SYNDROME OR OTHER CHARACTERISTICS OF HUMAN LOCOMOTION ARE PRESENTED IN THESE VIDEOS. THESE FAMILIES LIVED IN A SMALL VILLAGE NEAR DIYARBAKIR IN SOUTHERN TURKEY UNDER THE EXTREMELY LOW SOCIO-ECONOMIC CONDITIONS.
DOI: 10.6084/m9.figshare.813385.v3
title: DIYARBAKIR FAMILY

description: TWO CONSANGUINEOUS FAMILIES WITH SIBLINGS EXHIBITING UNER TAN SYNDROME OR OTHER CHARACTERISTICS OF HUMAN LOCOMOTION ARE PRESENTED IN THESE VIDEOS. THESE FAMILIES LIVED IN A SMALL VILLAGE NEAR DIYARBAKIR IN SOUTHERN TURKEY UNDER THE EXTREMELY LOW SOCIO-ECONOMIC CONDITIONS.
DOI: 10.6084/m9.figshare.813385.v2
title: DIYARBAKIR FAMILY

description: TWO CONSANGUINEOUS FAMILIES WITH SIBLINGS EXHIBITING UNER TAN SYNDROME OR OTHER CHARACTERISTICS OF HUMAN LOCOMOTION ARE PRESENTED IN THESE VIDEOS. THESE FAMILIES LIVED IN A SMALL VILLAGE NEAR DIYARBAKIR IN SOUTHERN TURKEY UNDER THE EXTREMELY LOW SOCIO-ECONOMIC CONDITIONS.
DOI: 10.6084/m9.figshare.813370
title: A possible approach on optical analogues of gravitational attractors

description: In this paper we report on the feasibility of light confinement in orbital geodesics on stationary, planar, and centro-symmetric refractive index mappings. Constrained to fabrication and [meta]material limitations, the refractive index, n, has been bounded to the range: 0.8 ≤ n(r⃗) ≤ 3.5. Mappings are obtained through the inverse problem to the light geodesics equations, considering trappings by generalized orbit conditions defined a priori. Our simulation results show that the above mentioned refractive index distributions trap light in an open orbit manifold, both perennial and temporal, in regards to initial conditions. Moreover, due to their characteristics, these mappings could be advantageous to optical computing and telecommunications, for example, providing an on-demand time delay or optical memories. Furthermore, beyond their practical applications to photonics, these mappings set forth an attractive realm to construct a panoply of celestial mechanics analogies and experiments in the laboratory.
DOI: 10.6084/m9.figshare.813370.v1
title: A possible approach on optical analogues of gravitational attractors

description: In this paper we report on the feasibility of light confinement in orbital geodesics on stationary, planar, and centro-symmetric refractive index mappings. Constrained to fabrication and [meta]material limitations, the refractive index, n, has been bounded to the range: 0.8 ≤ n(r⃗) ≤ 3.5. Mappings are obtained through the inverse problem to the light geodesics equations, considering trappings by generalized orbit conditions defined a priori. Our simulation results show that the above mentioned refractive index distributions trap light in an open orbit manifold, both perennial and temporal, in regards to initial conditions. Moreover, due to their characteristics, these mappings could be advantageous to optical computing and telecommunications, for example, providing an on-demand time delay or optical memories. Furthermore, beyond their practical applications to photonics, these mappings set forth an attractive realm to construct a panoply of celestial mechanics analogies and experiments in the laboratory.
DOI: 10.6084/m9.figshare.813350
title: Transcriptome of mitochondrial dysfunctions

description: This is a collection of transcriptome data sets related to mitochondrial dysfunctions and their possible treatment. It collects published data sets and re-processes them with a common procedure for the convenience of researchers. It provides a platform for meta-analysis and cross-validation of results
DOI: 10.6084/m9.figshare.813346
title: Gaussian Job Archive for C18H25NO4

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.813345
title: Gaussian Job Archive for C18H25NO4

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.813346.v1
title: Gaussian Job Archive for C18H25NO4

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.813345.v1
title: Gaussian Job Archive for C18H25NO4

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.813350.v1
title: Transcriptome data of mitochondrial dysfunctions

description: This is a collection of transcriptome data sets related to mitochondrial dysfunctions and their possible treatment. It collects published data sets and re-processes them with a common procedure for the convenience of researchers. It provides a platform for meta-analysis and cross-validation of results
DOI: 10.6084/m9.figshare.813344
title: Gaussian Job Archive for C18H25NO4

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.813350.v2
title: Transcriptome of mitochondrial dysfunctions

description: This is a collection of transcriptome data sets related to mitochondrial dysfunctions and their possible treatment. It collects published data sets and re-processes them with a common procedure for the convenience of researchers. It provides a platform for meta-analysis and cross-validation of results
DOI: 10.6084/m9.figshare.813341
title: Gaussian Job Archive for C18H25NO4

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.813343
title: Gaussian Job Archive for C18H25NO4

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.813344.v1
title: Gaussian Job Archive for C18H25NO4

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.813341.v1
title: Gaussian Job Archive for C18H25NO4

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.813342
title: Gaussian Job Archive for C18H25NO4

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.813342.v1
title: Gaussian Job Archive for C18H25NO4

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.813343.v1
title: Gaussian Job Archive for C18H25NO4

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.813340
title: Gaussian Job Archive for C18H25NO4

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.813333
title: Gaussian Job Archive for C18H25NO4

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.813334
title: CMU-60 DSI Template (9/23/2013 Build)

description: This is an averaged template of a 257 direction DSI dataset that has been reconstructed using QSDR for use in DSI Studio. This file does not include ODF information.
DOI: 10.6084/m9.figshare.813335
title: CMU-60 DSI Template with ODFs (9/23/2013 Build)

description: This is an averaged template of a 257 direction DSI dataset that has been reconstructed using QSDR for use in DSI Studio. This file includes the ODFs.
DOI: 10.6084/m9.figshare.813340.v1
title: Gaussian Job Archive for C18H25NO4

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.813350.v3
title: Transcriptome of mitochondrial dysfunctions

description: This is a collection of transcriptome data sets related to mitochondrial dysfunctions and their possible treatment. It collects published data sets and re-processes them with a common procedure for the convenience of researchers. It provides a platform for meta-analysis and cross-validation of results
DOI: 10.6084/m9.figshare.813333.v1
title: Gaussian Job Archive for C18H25NO4

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.813335.v1
title: CMU-60 DSI Template with ODFs (9/23/2013 Build)

description: This is an averaged template of a 257 direction DSI dataset that has been reconstructed using QSDR for use in DSI Studio. This file includes the ODFs.
DOI: 10.6084/m9.figshare.813350.v4
title: Transcriptome of mitochondrial dysfunctions

description: This is a collection of transcriptome data sets related to mitochondrial dysfunctions and their possible treatment. It collects published data sets and re-processes them with a common procedure for the convenience of researchers. It provides a platform for meta-analysis and cross-validation of results
DOI: 10.6084/m9.figshare.813320
title: Data File 1: WHATIF server report

description: The WHATIF server report for the AXPROA00-MIN decoy structure. Note that it did not identify the anomalous C-alpha atom distances in this protein.
DOI: 10.6084/m9.figshare.813315
title: Arhopalus ferus (Cerambycidae) hydrogen isotope data as a place of origin marker

description: Hydrogen stable isotope data (δ2H) from the flight wings of Arhopalus ferus [Coleoptera: Cerambycidae] reference samples in New Zealand and specimens collected from aboard the container ship Tatiana Schulte as she transited from New Zealand to Australia, February 2010. The data was used to determine the likely place of origin of the Tatiana Schulte infestation.
DOI: 10.6084/m9.figshare.813321
title: Time series data of a guanaco population in Southern Tierra del Fuego (1977-2012)

description: The first column identifies the year each sample was carried out; columns 2-5 are the elements of the population projection matrix and represent the parameters the fecundity (newborn females per adult female (a13), the survival of female newborns (a21), the survival of female juveniles (a32), and the survival of female adults (a33). “Fem newborns”, “Fem Juveniles” and “Fem Adult” are the number of guanacos of each age class (the population vector) as calculated by the matrix model for each year; “Fem Population” results from the addition of the previous three columns, that is, it represents the total female population resulting from the matrix model. “Total Population both sexes (model)” is the total guanaco population (both sexes) originated from “Fem Population” multiplied by 2 (the sex-ratio in the guanacos is 1:1). “Total field population” is the total field guanaco population obtained by sampling by the Distance method (see text). “SSQ” is the sum of squares function as the goodness of fit criterion used for fitting the differences between the “Total Population both sexes (model)” and “Total field population” by changing the values of the population matrix elements (“a13”, “a21”, “a32” and “a33”). “Lambda” is the population growth rate (lambda) as estimated for each year with the PopTools “add-in” of the Excel spreadsheet based on the corresponding transition matrix of that year.
DOI: 10.6084/m9.figshare.813350.v5
title: Transcriptome of mitochondrial dysfunctions

description: This is a collection of transcriptome data sets related to mitochondrial dysfunctions and their possible treatment. It collects published data sets and re-processes them with a common procedure for the convenience of researchers. It provides a platform for meta-analysis and cross-validation of results
DOI: 10.6084/m9.figshare.813320.v1
title: Data File 1: WHATIF server report

description: The WHATIF server report for the AXPROA00-MIN decoy structure. Note that it did not identify the anomalous C-alpha atom distances in this protein.
DOI: 10.6084/m9.figshare.813321.v1
title: Time series data of a guanaco population in Southern Tierra del Fuego (1977-2012)

description: The first column identifies the year each sample was carried out; columns 2-5 are the elements of the population projection matrix and represent the parameters the fecundity (newborn females per adult female (a13), the survival of female newborns (a21), the survival of female juveniles (a32), and the survival of female adults (a33). “Fem newborns”, “Fem Juveniles” and “Fem Adult” are the number of guanacos of each age class (the population vector) as calculated by the matrix model for each year; “Fem Population” results from the addition of the previous three columns, that is, it represents the total female population resulting from the matrix model. “Total Population both sexes (model)” is the total guanaco population (both sexes) originated from “Fem Population” multiplied by 2 (the sex-ratio in the guanacos is 1:1). “Total field population” is the total field guanaco population obtained by sampling by the Distance method (see text). “SSQ” is the sum of squares function as the goodness of fit criterion used for fitting the differences between the “Total Population both sexes (model)” and “Total field population” by changing the values of the population matrix elements (“a13”, “a21”, “a32” and “a33”). “Lambda” is the population growth rate (lambda) as estimated for each year with the PopTools “add-in” of the Excel spreadsheet based on the corresponding transition matrix of that year.
DOI: 10.6084/m9.figshare.813322.v1
title: CO2 evasion and carbon budget of Lake Torneträsk, a large, subarctic lake in northern Sweden

description: ABSTRACT Freshwater systems play an important role in the carbon cycle, but there are still large uncertainties, which must be solved in order to make climate change predictions more accurate. This study quantifies the annual flux of CO2 in lake Torneträsk, a large (345 km2) subarctic lake in northern Sweden, an area of a special interest as global warming is expected to be more severe in polar regions. Torneträsk catchment has been very well studied for decades, but until now not a single study focused on the main component of the landscape, lake Torneträsk. The results of this study are relevant in the carbon budget of the region, as the CO2 evasion from lake Torneträsk to the atmosphere is higher than previously considered. Due to its large surface, the amount of carbon released comprises 25% of the total amount of carbon (C) emitted from all lakes in the catchment (3 231 lakes). Temporal high resolution measurements of CO2 in lake surface water also show interesting daily and seasonal patterns, possibly related to water temperature and photosynthetic activity. Furthermore, I elaborate a first attempt of the lake carbon budget, the evasion of CO2 to the atmosphere comprises 16% of C entered from the catchment. The amount of C buried in the sediment is around 14%, and the rest flows downstream, 50% as dissolved inorganic carbon (DIC) and 20% as dissolved organic carbon (DOC). Torneträsk catchment is a unique environment in order to understand the biogeochemical cycles at a landscape scale, due to its large amount of studies carried out and its situation in a sensible area as the subarctic region. This study contributes unveiling the role of the most important lake in the region, in order to develop an accurate carbon budget for the whole catchment.
DOI: 10.6084/m9.figshare.812653
title: Gaussian Job Archive for C18H25NO4

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.813313
title: Ferrite Microstructure Quantifier

description: See paper: Sachin L. Shrestha, Andrew J. Breen, Patrick Trimby, Gwénaëlle Proust, Simon P. Ringer, and Julie M. Cairney; <em>An Automated Method of Quantifying Ferrite Microstructures using Electron Backscatter Diffraction (EBSD) Data</em>
DOI: 10.6084/m9.figshare.812651
title: Gaussian Job Archive for C18H25NO4

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.812652
title: Gaussian Job Archive for C18H25NO4

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.812650
title: Gaussian Job Archive for C18H25NO4

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.812653.v1
title: Gaussian Job Archive for C18H25NO4

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.