cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25134272.v1
title: The Block-Correlated Pseudo Marginal Sampler for State Space Models

description: Pseudo Marginal Metropolis-Hastings (PMMH) is a general approach to Bayesian inference when the likelihood is intractable, but can be estimated unbiasedly. Our article develops an efficient PMMH method that scales up better to higher dimensional state vectors than previous approaches. The improvement is achieved by the following innovations. First, a novel block version of PMMH that works with multiple particle filters is proposed. Second, the trimmed mean of the unbiased likelihood estimates of the multiple particle filters is used. Third, the article develops an efficient auxiliary disturbance particle filter, which is necessary when the bootstrap disturbance filter is inefficient, but the state transition density cannot be expressed in closed form. Fourth, a novel sorting algorithm, which is as effective as previous approaches but significantly faster than them, is developed to preserve the correlation between the logs of the likelihood estimates at the current and proposed parameter values. The performance of the sampler is investigated empirically by applying it to nonlinear Dynamic Stochastic General Equilibrium models with relatively high state dimensions and with intractable state transition densities and to multivariate GARCH diffusion-driven volatility in the mean models. Although we only apply the method to state space models, the approach will be useful in a wide range of applications such as large panel data models and stochastic differential equation models with mixed effects.
DOI: 10.15468/dl.rabb82
title: Occurrence Download

description: A dataset containing 14711 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Adinetidae, Brachionidae, Gastropodidae, Dicranophoridae, Asplanchnidae, Euchlanidae, Proalidae, Notommatidae, Philodinidae, Collothecidae, Lepadellidae, Conochilidae, Trichocercidae, Epiphanidae, Trochosphaeridae, Flosculariidae, Habrotrochidae, Hexarthridae, Ituridae, Lecanidae, Lindiidae, Mytilinidae, Trichotriidae, Microcodidae, Philodinavidae, Synchaetidae, Testudinellidae, Scaridiidae, Tetrasiphonidae, Centropagidae, Diaptomidae, Cyclopidae, Halicyclopidae, Lernaeidae, Canthocamptidae, Ameiridae, Laophontidae, Phyllognathopodidae, Miraciidae, Ergasilidae, Daphniidae, Moinidae, Bosminidae, Chydoridae, Macrothricidae, Ilyocryptidae, Neothricidae)",
 "Geometry POLYGON ((-181.131592 -37.12775, -187.78141 -33.078885, -189.068184 -33.987495, -186.411552 -37.925243, -192.774353 -44.251839, -195.387383 -46.345032, -192.379532 -48.31083, -188.062592 -45.989329, -183.377609 -41.69727, -180.416107 -38.542795, -181.131592 -37.12775))"
 ]
}

 The dataset includes 14711 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011800-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.26247.05280
title: DimensionalShift Academic Complete vFinal
DOI: 10.15468/dl.8ww8jm
title: Occurrence Download

description: A dataset containing 321804 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Viola riviniana",
 "Year 1000-2022"
 ]
}

 The dataset includes 321804 records from 1343 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011796-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.897etx
title: Occurrence Download

description: A dataset containing 538 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gnaphalium americanum"
 ]
}

 The dataset includes 538 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011801-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28620016
title: Causal Machine Learning for Moderation Effects

description: It is valuable for any decision maker to know the impact of decisions (treatments) on average and for subgroups. The causal machine learning literature has recently provided tools for estimating group average treatment effects (GATE) to better describe treatment heterogeneity. This article addresses the challenge of interpreting such differences in treatment effects between groups while accounting for variations in other covariates. We propose a new parameter, the <i>balanced group average treatment effect</i> (BGATE), which measures a GATE with a specific distribution of a priori-determined covariates. By taking the difference between two BGATEs, we can analyze heterogeneity more meaningfully than by comparing two GATEs, as we can separate the difference due to the different distributions of other variables and the difference due to the variable of interest. The main estimation strategy for this parameter is based on double/debiased machine learning for discrete treatments in an unconfoundedness setting, and the estimator is shown to be N-consistent and asymptotically normal under standard conditions. We propose two additional estimation strategies: automatic debiased machine learning and a specific reweighting procedure. Last, we demonstrate the usefulness of these parameters in a small-scale simulation study and in an empirical example.
DOI: 10.6084/m9.figshare.28620016.v1
title: Causal Machine Learning for Moderation Effects

description: It is valuable for any decision maker to know the impact of decisions (treatments) on average and for subgroups. The causal machine learning literature has recently provided tools for estimating group average treatment effects (GATE) to better describe treatment heterogeneity. This article addresses the challenge of interpreting such differences in treatment effects between groups while accounting for variations in other covariates. We propose a new parameter, the <i>balanced group average treatment effect</i> (BGATE), which measures a GATE with a specific distribution of a priori-determined covariates. By taking the difference between two BGATEs, we can analyze heterogeneity more meaningfully than by comparing two GATEs, as we can separate the difference due to the different distributions of other variables and the difference due to the variable of interest. The main estimation strategy for this parameter is based on double/debiased machine learning for discrete treatments in an unconfoundedness setting, and the estimator is shown to be N-consistent and asymptotically normal under standard conditions. We propose two additional estimation strategies: automatic debiased machine learning and a specific reweighting procedure. Last, we demonstrate the usefulness of these parameters in a small-scale simulation study and in an empirical example.
DOI: 10.15468/dl.am6t5n
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gastrolepis alticola",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011802-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j7edsm
title: Occurrence Download

description: A dataset containing 336683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhus typhina, Parthenocissus quinquefolia, Spiraea billardii, Prunus laurocerasus, Rosa rugosa, Spiraea alba, Pistia stratiotes, Solidago gigantea, Rubus armeniacus, Robinia pseudoacacia, Acer negundo, Ailanthus altissima, Alternanthera philoxeroides, Aponogeton distachyos, Arundo donax, Asclepias syriaca, Azolla filiculoides, Baccharis halimifolia, Cabomba caroliniana, Carpobrotus, Cotoneaster horizontalis, Egeria densa, Eichhornia crassipes, Elaeagnus angustifolia, Elodea canadensis, Elodea nuttallii, Fallopia baldschuanica, Fraxinus pennsylvanica, Gymnocoronis spilanthoides, Helianthus tuberosus, Helianthus laetiflorus, Heracleum mantegazzianum, Hydrilla verticillata, Hydrocotyle ranunculoides, Impatiens capensis, Impatiens glandulifera, Koenigia polystachya, Laburnum anagyroides, Lagarosiphon major, Lemna minuta, Lemna turionifera, Limnobium laevigatum, Reynoutria japonica, Myriophyllum rubricaule, Prunus serotina, Parthenocissus tricuspidata, Mahonia aquifolium, Parthenocissus inserta, Spiraea tomentosa, Spiraea douglasii, Reynoutria bohemica, Salvinia molesta, Myriophyllum heterophyllum, Rudbeckia laciniata, Ludwigia grandiflora, Reynoutria sachalinensis, Spiraea salicifolia, Solidago canadensis, Myriophyllum aquaticum, Ludwigia peploides, Zizania latifolia)",
 "Country is Belgium",
 "Year is greater than or equal to 2013",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 336683 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011803-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvzupp
title: Occurrence Download

description: A dataset containing 257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((67.61337 20.85786,138.38663 20.85786,138.38663 49.14214,67.61337 49.14214,67.61337 20.85786))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cynanchum bungei"
 ]
}

 The dataset includes 257 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011806-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxkp3v
title: Occurrence Download

description: A dataset containing 304 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Geometry POLYGON((105 20,170 20,170 70,105 70,105 20))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cryptogramma stelleri"
 ]
}

 The dataset includes 304 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011809-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14621516
title: e-IPO Indonesia Data - Investment
DOI: 10.15468/dl.gedvxp
title: Occurrence Download

description: A dataset containing 845 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Grus japonensis"
 ]
}

 The dataset includes 845 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011812-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msgqfw
title: Occurrence Download

description: A dataset containing 1360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Geometry POLYGON((105 20,170 20,170 70,105 70,105 20))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cystopteris fragilis"
 ]
}

 The dataset includes 1360 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011814-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqqgn8
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is MEX.21.81_2",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Basileuterus culicivorus (Deppe, 1830)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017160-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5w939v
title: Occurrence Download

description: A dataset containing 72067 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Lachnospiraceae"
 ]
}

 The dataset includes 72067 records from 539 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017158-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15582002
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250603g Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250603g Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15582003
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250603g Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250603g Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15000982
title: S3 Appendix C: Detailed procedures for qualitative data handling and thematic analysis using NVivo® software
DOI: 10.5281/zenodo.15000983
title: Tables of frequency of statements from FGD transcripts dragged to the deductive codes that used to generate Fig 4 and 5.
DOI: 10.5281/zenodo.15574364
title: S3 Appendix C: Detailed procedures for qualitative data handling and thematic analysis using NVivo® software
DOI: 10.5281/zenodo.15582028
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250603g Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250603g Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15582029
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250603g Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250603g Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.c5fg7w
title: Occurrence Download

description: A dataset containing 149496 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zea mays L."
 ]
}

 The dataset includes 149496 records from 748 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017163-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29950505
title: Data from: <b>Selection and genetic variation in plasticity drive age-related decreases in among-individual behavioural correlations</b>

description: Among-individual correlations between labile traits arise due to genetic or developmental plasticity correlations. While among-individual trait correlations have been extensively studied in behavioural ecology over the past two decades, the mechanisms underlying age-related changes in among-individual trait correlations remain unclear. Here, using field cricket <i>Gryllus bimaculatus </i>males from a pedigreed population as the study organisms, we investigated how age-related changes in (1) genetic and (2) nongenetic bases of among-individual aggression-exploration correlations, as well as (3) selection, explain age-related variation in an aggression-exploration correlations. Our findings indicate that the magnitudes of both the positive among-individual and genetic correlations were maintained across nymph and young adult stages, but significantly decreased with age during adulthood. This decrease was due to both selection and genetic variation in age-related behavioural plasticity. Selection favoured less explorative males at the young adult stage, which may have eroded the genetic correlations. In addition, genetic variation in age-related plasticity in exploration contributed to a decrease in the magnitude of genetic correlations during the adult stage. The similarity of age-related changes in among-individual and genetic correlations resulted from the absence of short-term permanent environmental correlations. Therefore, the findings of this study suggest that age-related changes in among-individual behavioural correlations are not caused by a single mechanism, but rather a combination of mechanisms, such as genetic variation in age-related behavioural plasticity and selection.
DOI: 10.6084/m9.figshare.29950505.v1
title: Data from: <b>Selection and genetic variation in plasticity drive age-related decreases in among-individual behavioural correlations</b>

description: Among-individual correlations between labile traits arise due to genetic or developmental plasticity correlations. While among-individual trait correlations have been extensively studied in behavioural ecology over the past two decades, the mechanisms underlying age-related changes in among-individual trait correlations remain unclear. Here, using field cricket <i>Gryllus bimaculatus </i>males from a pedigreed population as the study organisms, we investigated how age-related changes in (1) genetic and (2) nongenetic bases of among-individual aggression-exploration correlations, as well as (3) selection, explain age-related variation in an aggression-exploration correlations. Our findings indicate that the magnitudes of both the positive among-individual and genetic correlations were maintained across nymph and young adult stages, but significantly decreased with age during adulthood. This decrease was due to both selection and genetic variation in age-related behavioural plasticity. Selection favoured less explorative males at the young adult stage, which may have eroded the genetic correlations. In addition, genetic variation in age-related plasticity in exploration contributed to a decrease in the magnitude of genetic correlations during the adult stage. The similarity of age-related changes in among-individual and genetic correlations resulted from the absence of short-term permanent environmental correlations. Therefore, the findings of this study suggest that age-related changes in among-individual behavioural correlations are not caused by a single mechanism, but rather a combination of mechanisms, such as genetic variation in age-related behavioural plasticity and selection.
DOI: 10.25819/vqy073kq5ffx7rmc
title: Experiment on Cognitive Load in Preservice Teachers' Lesson Planning: Data Set and Scale Manual

description: Data Set (German)
description: Scale Manual (German)
description: Preservice Teachers, Experimental Design, Within-subject
description: filter cases (student teachers only); exclusion of variables
DOI: 10.5281/zenodo.16912173
title: open data_dampak AI terhadap kepuasan pelanggan dan keputusan pembeli humidiver
DOI: 10.5281/zenodo.16912174
title: open data_dampak AI terhadap kepuasan pelanggan dan keputusan pembeli humidiver
DOI: 10.5281/zenodo.18446869
title: OG'IZ MIKROBIOMASINING YURAK-QON TOMIR KASALLIKLARIGA TA'SIRI

description: Og‘iz mikrobiomasi — bu og‘iz bo‘shlig‘ida yashovchi bakteriyalar, viruslar va boshqa mikroorganizmlarning murakkab tizimi bo‘lib, u inson salomatligiga bevosita ta’sir qiladi. So‘nggi tadqiqotlar shuni ko‘rsatadiki, og‘iz mikrobiomasidagi buzilishlar yurak-qon tomir kasalliklarining rivojlanishida muhim rol o‘ynaydi. Masalan, periodontit va og‘izdagi surunkali yallig‘lanishlar endoteliya funksiyasini buzishi, ateroskleroz jarayonini faollashtirishi va yurak xurujlari xavfini oshirishi mumkin [1, 2, 3]. Ushbu mavzu stomatologiya va kardiologiya sohalarini bog‘lovchi interdisciplinar ilmiy muammo sifatida katta ahamiyatga ega.
DOI: 10.5281/zenodo.18321741
title: The complete sequence of a poplar genome

description: Populus davidiana (Salicaceae) is an ecologically important tree species with a wide latitudinal distribution. It remains largely undomesticated and exhibits high resistance to diverse environmental stresses. Here, we presented a gap-free, telomere-to-telomere (T2T) assembly of the P. davidiana genome, comprising 410,747,196 bp of nuclear DNA across 19 chromosomes.
DOI: 10.5281/zenodo.18446840
title: The complete sequence of a poplar genome

description: Populus davidiana (Salicaceae) is an ecologically important tree species with a wide latitudinal distribution. It remains largely undomesticated and exhibits high resistance to diverse environmental stresses. Here, we presented a gap-free, telomere-to-telomere (T2T) assembly of the P. davidiana genome, comprising 410,747,196 bp of nuclear DNA across 19 chromosomes.
DOI: 10.5281/zenodo.18446868
title: OG'IZ MIKROBIOMASINING YURAK-QON TOMIR KASALLIKLARIGA TA'SIRI

description: Og‘iz mikrobiomasi — bu og‘iz bo‘shlig‘ida yashovchi bakteriyalar, viruslar va boshqa mikroorganizmlarning murakkab tizimi bo‘lib, u inson salomatligiga bevosita ta’sir qiladi. So‘nggi tadqiqotlar shuni ko‘rsatadiki, og‘iz mikrobiomasidagi buzilishlar yurak-qon tomir kasalliklarining rivojlanishida muhim rol o‘ynaydi. Masalan, periodontit va og‘izdagi surunkali yallig‘lanishlar endoteliya funksiyasini buzishi, ateroskleroz jarayonini faollashtirishi va yurak xurujlari xavfini oshirishi mumkin [1, 2, 3]. Ushbu mavzu stomatologiya va kardiologiya sohalarini bog‘lovchi interdisciplinar ilmiy muammo sifatida katta ahamiyatga ega.
DOI: 10.15468/dl.7x22c6
title: Occurrence Download

description: A dataset containing 17021306 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is one of (South Africa, Namibia)",
 "DatasetKey is one of (EOD – eBird Observation Dataset, Southern African Bird Atlas Project, SAFRING: Historical Bird Ringing Records (2005-2009), iNaturalist Research-grade Observations, Birda - Global Observation Dataset, Observation.org, Nature data from around the World, Coordinated Waterbird Counts, NABU|naturgucker, EWT: African Crane Conservation Programme Sightings)",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 17021306 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004307-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.