cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24045822
title: Inference for the Optimum Using Linear Regression Models with Discrete Inputs

description: We present a multiple-comparison-with-the-best procedure to provide inference for the optimum from regression models with discrete inputs. Two applications are given to illustrate the methodology: two-level factorial designs to identify the best drug combination and order-of-addition experiments where the primary objective is to identify the sequence with the largest mean response. The methods easily accommodate restrictions limiting the inference set of conditions. We use simulation to determine the critical values. While the methods apply to any linear regression model, we identify cases that require just a single critical value, and we also show where approximations and upper bounds mitigate the need for intensive computation. We tabulate the required critical values for a variety of common applications: the main-effect model and two-factor interaction model estimated by certain two-level factorial designs, and the pairwise order model and several component-position models for estimation based on optimal order-of-addition designs. Our work greatly simplifies the problem of rigorous inference for the optimum from regression models with discrete inputs.
DOI: 10.6084/m9.figshare.24045822.v2
title: Inference for the Optimum Using Linear Regression Models with Discrete Inputs

description: We present a multiple-comparison-with-the-best procedure to provide inference for the optimum from regression models with discrete inputs. Two applications are given to illustrate the methodology: two-level factorial designs to identify the best drug combination and order-of-addition experiments where the primary objective is to identify the sequence with the largest mean response. The methods easily accommodate restrictions limiting the inference set of conditions. We use simulation to determine the critical values. While the methods apply to any linear regression model, we identify cases that require just a single critical value, and we also show where approximations and upper bounds mitigate the need for intensive computation. We tabulate the required critical values for a variety of common applications: the main-effect model and two-factor interaction model estimated by certain two-level factorial designs, and the pairwise order model and several component-position models for estimation based on optimal order-of-addition designs. Our work greatly simplifies the problem of rigorous inference for the optimum from regression models with discrete inputs.
DOI: 10.6084/m9.figshare.24891287
title: Bayesian Semiparametric Local Clustering of Multiple Time Series Data

description: In multiple time series data, clustering the component profiles can identify meaningful latent groups while also detecting interesting change points in their trajectories. Conventional time series clustering methods, however, suffer the drawback of requiring the co-clustered units to have the same cluster membership throughout the entire time domain. In contrast to these “global” clustering methods, we develop a Bayesian “local” clustering method that allows the functions to flexibly change their cluster memberships over time. We design a Markov chain Monte Carlo algorithm to implement our method. We illustrate the method in several real-world datasets, where time-varying cluster memberships provide meaningful inferences about the underlying processes. These include a public health dataset to showcase the more detailed inference our method can provide over global clustering alternatives, and a temperature dataset to demonstrate our method’s utility as a flexible change point detection method. Supplemental materials for this article, including R codes implementing the method, are available online.
DOI: 10.6084/m9.figshare.24891287.v1
title: Bayesian Semiparametric Local Clustering of Multiple Time Series Data

description: In multiple time series data, clustering the component profiles can identify meaningful latent groups while also detecting interesting change points in their trajectories. Conventional time series clustering methods, however, suffer the drawback of requiring the co-clustered units to have the same cluster membership throughout the entire time domain. In contrast to these “global” clustering methods, we develop a Bayesian “local” clustering method that allows the functions to flexibly change their cluster memberships over time. We design a Markov chain Monte Carlo algorithm to implement our method. We illustrate the method in several real-world datasets, where time-varying cluster memberships provide meaningful inferences about the underlying processes. These include a public health dataset to showcase the more detailed inference our method can provide over global clustering alternatives, and a temperature dataset to demonstrate our method’s utility as a flexible change point detection method. Supplemental materials for this article, including R codes implementing the method, are available online.
DOI: 10.6084/m9.figshare.24045822.v1
title: Inference for the Optimum using Linear Regression Models with Discrete Inputs

description: We present a multiple-comparison-with-the-best procedure to provide inference for the optimum from regression models with discrete inputs. Two applications are given to illustrate the methodology: two-level factorial designs to identify the best drug combination and order-of-addition experiments where the primary objective is to identify the sequence with the largest mean response. The methods easily accommodate restrictions limiting the inference set of conditions. We use simulation to determine the critical values. While the methods apply to any linear regression model, we identify cases that require just a single critical value, and we also show where approximations and upper bounds mitigate the need for intensive computation. We tabulate the required critical values for a variety of common applications: the main-effect model and two-factor interaction model estimated by certain two-level factorial designs, and the pairwise order model and several component-position models for estimation based on optimal order-of-addition designs. Our work greatly simplifies the problem of rigorous inference for the optimum from regression models with discrete inputs. Supplementary Materials are available online.
DOI: 10.15468/dl.xkfnrj
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Fragaria iturupensis Staudt"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069399-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dcfupk
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Procordulia karnyi Fraser, 1926)"
 ]
}

 The dataset includes 28 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010077-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3ukaj
title: Occurrence Download

description: A dataset containing 1719 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rosa chinensis Jacq."
 ]
}

 The dataset includes 1719 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009950-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-219288
title: The Magazine of the Romanian Pentecostal Church, 1955, vol. 3, no. 4 = Buletinul Cultului Penticostal din Romania, 1955, anul III, nr 4

description: [description english/roman)] The Magazine of the Pentecostal Church is the periodical, official publication of the Romanian Pentecostal Church during communist times. It has been published between 1953 and 1989.
DOI: 10.15468/dl.7rs255
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bettongia anhydra Finlayson, 1957)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069325-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86359y
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tradescantia cymbispatha C.B.Clarke",
 "HasCoordinate is true"
 ]
}

 The dataset includes 88 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068038-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-219383
title: The Magazine of the Romanian Pentecostal Church, 1955, vol. 3, no. 9 = Buletinul Cultului Penticostal din Romania, 1955, anul III, nr 9

description: [description english/roman)] The Magazine of the Pentecostal Church is the periodical, official publication of the Romanian Pentecostal Church during communist times. It has been published between 1953 and 1989.
DOI: 10.15468/dl.3wdc3s
title: Occurrence Download

description: A dataset containing 4236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dobsonia exoleta K.Andersen, 1909, Dosinia exoleta (Linnaeus, 1758))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4236 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069353-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-219236
title: The Magazine of the Romanian Pentecostal Church, 1955, vol. 3, no. 1 = Buletinul Cultului Penticostal din Romania, 1955, anul III, nr 1

description: [description english/roman)] The Magazine of the Pentecostal Church is the periodical, official publication of the Romanian Pentecostal Church during communist times. It has been published between 1953 and 1989.
DOI: 10.15468/dl.azvcyr
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ilex guayusa Loes."
 ]
}

 The dataset includes 254 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0433862-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-219448
title: The Magazine of the Romanian Pentecostal Church, 1956, vol. 4, no. 1 = Buletinul Cultului Penticostal din Romania, 1956, anul IV, nr 1

description: [description english/roman)] The Magazine of the Pentecostal Church is the periodical, official publication of the Romanian Pentecostal Church during communist times. It has been published between 1953 and 1989.
DOI: 10.15468/dl.qyph6x
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Myotis nyctor LaVal & Schwartz, 1975)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 29 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069384-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9xvx3f
title: Occurrence Download

description: A dataset containing 1860 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhabdiopteryx neglecta (Albarda, 1889), Rhabdoweisia fugax (Hedw.) Bruch & Schimp.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 1860 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0251380-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-219238
title: The Magazine of the Romanian Pentecostal Church, 1955, vol. 3, no. 1 = Buletinul Cultului Penticostal din Romania, 1955, anul III, nr 1

description: [description english/roman)] The Magazine of the Pentecostal Church is the periodical, official publication of the Romanian Pentecostal Church during communist times. It has been published between 1953 and 1989.
DOI: 10.15468/dl.x6m7fr
title: Occurrence Download

description: A dataset containing 4391 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Shark Bay Survey"
 ]
}

 The dataset includes 4391 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042989-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmnez4
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-80.1407425999999958 25.7910533999999991, -80.1407425999999958 25.7923101199999998, -80.1407425999999958 25.7931479299999999, -80.1407425999999958 25.7942650100000002, -80.1407425999999958 25.7948700899999999, -80.1407425999999958 25.7957079000000000, -80.1394866199999996 25.7957079000000000, -80.1387888699999991 25.7957079000000000, -80.1379980899999964 25.7957079000000000, -80.1368351800000056 25.7957079000000000, -80.1358582999999953 25.7957079000000000, -80.1358582999999953 25.7951028200000003, -80.1358582999999953 25.7940788300000001, -80.1358582999999953 25.7932410200000000, -80.1358582999999953 25.7926824799999999, -80.1358582999999953 25.7917515799999997, -80.1358582999999953 25.7910533999999991, -80.1365095599999933 25.7910533999999991, -80.1375794399999961 25.7910533999999991, -80.1383237099999945 25.7910533999999991, -80.1393935899999974 25.7910533999999991, -80.1407425999999958 25.7910533999999991))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 122 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093191-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-ouc11209424
title: Put' = Voie = [The way], no. 32 (February 1932)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.4rxxdq
title: Occurrence Download

description: A dataset containing 40758 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Ceratopipra mentalis",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 40758 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065015-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-ouc11209426
title: Put' = Voie = [The way], no. 32 (February 1932)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.tqtuem
title: Occurrence Download

description: A dataset containing 9395134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gemmatimonadetes, Aquificae, 130, Lecanoromycetes, Schizocladiophyceae, 280, Klebsormidiophyceae, Metzgeriales, Neorhabdocoela, Chrysosphaerales, Thelephorales, Entomoplasmatales, Phaeophilales, Actiniscales Sournia, 1984, Amphioxiformes, Cyclophyllidea, Nitrospirales, Chimaeriformes, 930, Nudibranchia, Rhipidiales, Sabellida, Microbotryales, Dictyotales, Amphionidacea, Neolectales, Surirellales D. G. Mann, Neisseriales, Myodocopida, Lecythidales, Heterobathmioidea, Dascilloidea Guérin-Méneville, 1843, Alpheoidea Rafinesque, 1815, Gracillarioidea, Sternophoroidea Chamberlin, 1923, Pamphilioidea Cameron, 1890, Vermipsylloidea, Bacilloidea Brunner von Wattenwyl, 1893, Phycodnaviridae, Orbiniidae, Schizogoniaceae, Drepanophoridae, Hippoporidridae, Rhinochimaeridae, Muntingiaceae, Lepidoziaceae, Allogromiidae Rhumbler, 1904, Frankeniaceae, Onagraceae, Brefeldiellaceae, Brumptidae, Leptosomatidae, Achatinidae, Barleeiidae, Auerbachiidae, Kamakidae, Macronyssidae, Pachytullbergiidae, Endictyaceae, Gasteropelecidae, Monocelididae, Calyptocephalellidae, Rhynchodemidae, Cemocotylidae, Cribrospongiidae, Stephanosporaceae, Anthomyiidae, Lebiasinidae, Dactylopodolidae, Limidae, Lasiocampidae, Glyceridae, Oribotritiidae, Bosminidae, 3730, Sinentomidae, Catenulisporaceae, Brachionidae, Acaulidae, Kophobelemnidae, Platyrhacidae, Geophilidae, Chorioactidaceae, Mycenaceae, Hiodontidae, Labrisomidae, Tessaratomidae, Philotarsidae, Dexaminidae, Pentacerotidae, Ortheziidae, Triparmaceae, Pseudoditrichaceae, 4680, Rhodospirillaceae, Crypticolaceae, Ajellomycetaceae, Nautiliaceae, Corynomorphaceae, Kolkwitziellaceae Lindemann, 1928, Sacculinidae, Amblyopsidae, Edwardsiidae, Pennariidae, Lingulidae, Rheidae, Stephanocircidae, Olibrinidae, Pterospermataceae, Manidae, Cerastuidae, Limoniidae, Calvetiidae, Amphiuridae, Papulosaceae, Monodellidae, Orbituliporidae, Hexatrygonidae, Thericleidae, Trichodoridae, Torquatellidae, Varroidae, Phycolepidoziaceae, Sisyridae)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence, Literature Occurrence)"
 ]
}

 The dataset includes 9395134 records from 3393 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0319505-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d8h7gj
title: Occurrence Download

description: A dataset containing 491 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dictyosoma rubrimaculatum Yatsu, Yasuda & Taki, 1978"
 ]
}

 The dataset includes 491 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060281-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jb6inn
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vulpes bengalensis (Shaw, 1800)",
 "Country is Nepal"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003209-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sw2ms5
title: Occurrence Download

description: A dataset containing 318535 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-106.82268 25.59875,-107.16657 25.36233,-106.90865 24.782,-106.58625 24.28765,-106.19936 24.41661,-105.89846 24.02973,-105.91995 23.77181,-105.68352 23.34194,-105.33963 23.06252,-104.97424 22.86908,-104.95274 22.61116,-104.69482 22.63265,-104.4154 22.43921,-104.22196 22.26726,-104.13599 23.40642,-103.79209 23.68583,-103.7706 24.09421,-103.23326 24.4596,-102.84638 24.39512,-102.4595 24.54557,-102.76041 25.01843,-102.80339 24.71752,-103.08281 24.782,-103.46969 25.27635,-103.27625 25.46979,-103.31924 26.37252,-103.70612 26.69492,-104.17898 26.73791,-104.60885 26.35103,-105.0817 26.56596,-105.33963 26.45849,-105.61904 26.69492,-106.13488 26.7594,-106.17787 26.45849,-106.50027 26.41551,-106.30683 26.24356,-106.50027 26.00713,-106.47878 25.74921,-106.82268 25.59875))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 318535 records from 553 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179406-210914110416597/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/8158900
title: Public Opinion Russia Ukraine War (Updated Daily)
DOI: 10.15468/dl.phrtbj
title: Occurrence Download

description: A dataset containing 237667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is UF FLMNH Ichthyology"
 ]
}

 The dataset includes 237667 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043720-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3f44d5
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stelis modesta Barb.Rodr."
 ]
}

 The dataset includes 14 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0194512-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdfcli
title: Occurrence Download

description: A dataset containing 100162 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aulopiformes"
 ]
}

 The dataset includes 100162 records from 227 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003209-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.