cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29306912
title: Incorporating Auxiliary Variables to Improve the Efficiency of Time-Varying Treatment Effect Estimation

description: Contextual sensing and delivery of digital interventions to improve health outcomes have gained significant traction in behavioral and psychiatric studies. Micro-randomized trials (MRTs) are a common experimental design for obtaining data-driven evidence on the effectiveness of digital interventions where each individual is repeatedly randomized to receive treatments over numerous time points. Throughout the study, individual characteristics and contextual factors around randomization are collected, with some prespecified as moderators for assessing time-varying causal effect moderation. However, many additional measurements beyond these moderators often go underutilized. Some of these may influence treatment randomization or known to strongly moderate the treatment effect. Incorporating such auxiliary information into the estimation procedure can reduce chance imbalances and improve asymptotic estimation efficiency. In this work, we propose a method to adjust for auxiliary variables in consistently estimating time-varying intervention effects. The approach can also be extended to include post-treatment auxiliary variables when evaluating lagged treatment effects. Under specific conditions, local efficiency gains are guaranteed. We demonstrate the method’s utility through simulation studies and an analysis of data from the Intern Health Study (<i>NeCamp et al.</i>). Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.6084/m9.figshare.29306912.v1
title: Incorporating Auxiliary Variables to Improve the Efficiency of Time-Varying Treatment Effect Estimation

description: Contextual sensing and delivery of digital interventions to improve health outcomes have gained significant traction in behavioral and psychiatric studies. Micro-randomized trials (MRTs) are a common experimental design for obtaining data-driven evidence on the effectiveness of digital interventions where each individual is repeatedly randomized to receive treatments over numerous time points. Throughout the study, individual characteristics and contextual factors around randomization are collected, with some prespecified as moderators for assessing time-varying causal effect moderation. However, many additional measurements beyond these moderators often go underutilized. Some of these may influence treatment randomization or known to strongly moderate the treatment effect. Incorporating such auxiliary information into the estimation procedure can reduce chance imbalances and improve asymptotic estimation efficiency. In this work, we propose a method to adjust for auxiliary variables in consistently estimating time-varying intervention effects. The approach can also be extended to include post-treatment auxiliary variables when evaluating lagged treatment effects. Under specific conditions, local efficiency gains are guaranteed. We demonstrate the method’s utility through simulation studies and an analysis of data from the Intern Health Study (<i>NeCamp et al.</i>). Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.6084/m9.figshare.29356926
title: Communication-Efficient Distributed Estimation and Inference for Cox’s Model

description: Motivated by multi-center biomedical studies that cannot share individual data due to privacy and ownership concerns, we develop communication-efficient iterative distributed algorithms for estimation and inference in the high-dimensional sparse Cox proportional hazards model. We demonstrate that our estimator, even with a relatively small number of iterations, achieves the same convergence rate as the ideal full-sample estimator under very mild conditions. To construct confidence intervals for linear combinations of high-dimensional hazard regression coefficients, we introduce a novel debiased method, establish central limit theorems, and provide consistent variance estimators that yield asymptotically valid distributed confidence intervals. In addition, we provide valid and powerful distributed hypothesis tests for any coordinate element based on a decorrelated score test. We allow time-dependent covariates as well as censored survival times. Extensive numerical experiments on both simulated and real data lend further support to our theory and demonstrate that our communication-efficient distributed estimators, confidence intervals, and hypothesis tests improve upon alternative methods. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.6084/m9.figshare.29356926.v1
title: Communication-Efficient Distributed Estimation and Inference for Cox’s Model

description: Motivated by multi-center biomedical studies that cannot share individual data due to privacy and ownership concerns, we develop communication-efficient iterative distributed algorithms for estimation and inference in the high-dimensional sparse Cox proportional hazards model. We demonstrate that our estimator, even with a relatively small number of iterations, achieves the same convergence rate as the ideal full-sample estimator under very mild conditions. To construct confidence intervals for linear combinations of high-dimensional hazard regression coefficients, we introduce a novel debiased method, establish central limit theorems, and provide consistent variance estimators that yield asymptotically valid distributed confidence intervals. In addition, we provide valid and powerful distributed hypothesis tests for any coordinate element based on a decorrelated score test. We allow time-dependent covariates as well as censored survival times. Extensive numerical experiments on both simulated and real data lend further support to our theory and demonstrate that our communication-efficient distributed estimators, confidence intervals, and hypothesis tests improve upon alternative methods. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.15468/dl.52pkam
title: Occurrence Download

description: A dataset containing 2756380537 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2756380537 records from 44800 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015148-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/178-zz7-3rc
title: Otarion

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7nh-0z0-3xf
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/778-hrd-p2g
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k2p-5tl-gnl
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8tg-gzy-23f
title: Bison C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2nk-lzd-wvd
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kpy-w15-g0e
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/44x-92k-bka
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e5j-x39-3j3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c2x-fan-v6p
title: †Tentaculites Schlotheim, 1820

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qmp-xc4-bb8
title: Phacops

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v07-h7x-h1v
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yqr-l5s-1vj
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/18j-lvc-dvw
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wkz-lla-h40
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rrp-zzg-mf1
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/29j-ppe-769
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kxd-7dc-zhv
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/460-ar8-518
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sa3-rhw-frl
title: Bison C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/avw-mle-f13
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d2q-1ft-6t6
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jmd-r23-fp2
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/38q-1n0-1bc
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yyy-80j-99k
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/19z-ccy-glm
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/80t-23e-zfa
title: Chondrichthyes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/asp-c5v-5r1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/en4-8wt-3f1
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z59-bq7-bcv
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fem-yag-zg4
title: Atlantoxerus Forsyth Major, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c4x-n6f-sal
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q1v-w2g-y3p
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.6h2fev
title: Occurrence Download

description: A dataset containing 157328 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crotalus"
 ]
}

 The dataset includes 157328 records from 328 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021806-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/md9-wx5-06d
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p1n-qfr-a2m
title: †Inoperna Conrad, 1873

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.25549/inscriptifact-ouc110606435
title: Persepolis Fortification Aramaic Text 577, PFAT 577

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 577 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription on obverse, reverse and bottom edge. Seal impressions on reverse, bottom edge and upper edge. ❧ [Physical Object Note:] Extensive breakage on flat edge and round edge. Bottom edge broken toward round edge.
DOI: 10.25549/inscriptifact-ouc110606163
title: Persepolis Fortification Aramaic Text 569, PFAT 569

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] PFAT 569 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription on obverse, reverse toward upper edge (?), upper edge, bottom edge, flat edge (?) and round edge. Both ink (?) and incised (?) on upper edge obverse. ❧ [Physical Object Note:] Rough surface overall with patina chipped on obverse toward upper edge.
DOI: 10.25549/inscriptifact-ouc110606161
title: Persepolis Fortification Aramaic Text 569, PFAT 569

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] PFAT 569 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription on obverse, reverse toward upper edge (?), upper edge, bottom edge, flat edge (?) and round edge. Both ink (?) and incised (?) on upper edge obverse. ❧ [Physical Object Note:] Rough surface overall with patina chipped on obverse toward upper edge.
DOI: 10.25549/inscriptifact-ouc110606432
title: Persepolis Fortification Aramaic Text 577, PFAT 577

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 577 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription on obverse, reverse and bottom edge. Seal impressions on reverse, bottom edge and upper edge. ❧ [Physical Object Note:] Extensive breakage on flat edge and round edge. Bottom edge broken toward round edge.
DOI: 10.3535/gj8-j4s-gjg
title: Psychotria pubescens Bartl. ex DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.25549/inscriptifact-ouc110606428
title: Persepolis Fortification Aramaic Text 577, PFAT 577

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 577 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription on obverse, reverse and bottom edge. Seal impressions on reverse, bottom edge and upper edge. ❧ [Physical Object Note:] Extensive breakage on flat edge and round edge. Bottom edge broken toward round edge.
DOI: 10.25549/inscriptifact-ouc110606157
title: Persepolis Fortification Aramaic Text 569, PFAT 569

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] PFAT 569 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription on obverse, reverse toward upper edge (?), upper edge, bottom edge, flat edge (?) and round edge. Both ink (?) and incised (?) on upper edge obverse. ❧ [Physical Object Note:] Rough surface overall with patina chipped on obverse toward upper edge.
DOI: 10.15468/dl.x38j3f
title: Occurrence Download

description: A dataset containing 78601 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artibeus jamaicensis, Brachyphylla cavernarum, Brachyphylla nana, Chilonatalus micropus, Eptesicus fuscus, Erophylla sezekorni, Macrotus waterhousii, Molossus molossus, Monophyllus redmani, Mormoops blainvillei, Noctilio leporinus, Nyctinomops macrotis, Phyllonycteris poeyi, Phyllops falcatus, Pteronotus macleayii, Pteronotus parnellii, Pteronotus quadridens, Stenoderma rufum, Tadarida brasiliensis)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 78601 records from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027068-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110612501
title: Persepolis Fortification Elamite Tablet 1258, PF 1258

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF 1258 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Aramaic ink inscription on reverse, left edge and upper edge. Seal impression on reverse and left edge. ❧ [Physical Object Note:] Minimal damage to tablet.
DOI: 10.25549/inscriptifact-ouc110604954
title: Persepolis Fortification Aramaic Text 534, PFAT 534

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 534 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions flat edge, obverse, reverse. ❧ [Physical Object Note:] Crack on bottom edge, damage reverse, missing upper edge.
DOI: 10.25549/inscriptifact-ouc110612497
title: Persepolis Fortification Elamite Tablet 1258, PF 1258

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF 1258 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Aramaic ink inscription on reverse, left edge and upper edge. Seal impression on reverse and left edge. ❧ [Physical Object Note:] Minimal damage to tablet.
DOI: 10.25549/inscriptifact-ouc110604944
title: Persepolis Fortification Aramaic Text 533, PFAT 533

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 533 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions bottom edge?, obverse?, upper edge? ❧ [Physical Object Note:] Broken flat edge, damaged bottom edge, reverse, upper edge.
DOI: 10.25549/inscriptifact-ouc110612491
title: Persepolis Fortification Elamite Tablet 1258, PF 1258

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF 1258 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Aramaic ink inscription on reverse, left edge and upper edge. Seal impression on reverse and left edge. ❧ [Physical Object Note:] Minimal damage to tablet.
DOI: 10.25549/inscriptifact-ouc110604940
title: Persepolis Fortification Aramaic Text 533, PFAT 533

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 533 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions bottom edge?, obverse?, upper edge? ❧ [Physical Object Note:] Broken flat edge, damaged bottom edge, reverse, upper edge.
DOI: 10.25549/inscriptifact-ouc110612485
title: Persepolis Fortification Elamite Tablet 1258, PF 1258

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF 1258 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Aramaic ink inscription on reverse, left edge and upper edge. Seal impression on reverse and left edge. ❧ [Physical Object Note:] Minimal damage to tablet.
DOI: 10.25549/inscriptifact-ouc110604913
title: Persepolis Fortification Aramaic Text 533, PFAT 533

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 533 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions bottom edge?, obverse?, upper edge? ❧ [Physical Object Note:] Broken flat edge, damaged bottom edge, reverse, upper edge.