cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gtq8qq
title: Occurrence Download

description: A dataset containing 5057 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenotaphrum secundatum (Walter) Kuntze"
 ]
}

 The dataset includes 5057 records from 189 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000575-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-25477
title: Gale, memo, 1991-06-25, re Montaño interview

description: Todd Gale (Kirkland & Ellis), memorandum, 1991 June 25, to File - Christopher Commission, re Interview with Eleanor R. Montaño. Memoranda Interviews - Montaño, Eleanor R.. PART OF A SERIES: Kirkland & Ellis provided general assistance to the Independent Commission over the course of its investigation, and also researched the merits and drawbacks associated with a community-oriented policing model. Included in the series are article clippings, reports, and other source materials related to community-oriented policing; interviews with personnel from the LAPD’s Harbor Division, where a community-oriented model was tested; and interviews with personnel from other LAPD divisions about their perceptions of departmental operations.
DOI: 10.15468/dl.ccbv2d
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Ficus hederacea Roxb."
 ]
}

 The dataset includes 205 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0190196-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.efwkah
title: Occurrence Download

description: A dataset containing 468533 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Royal Dutch Angling Association (SVN) - Piscaria"
 ]
}

 The dataset includes 468533 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000575-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-25153
title: Reviews / summaries of officers involved in civil litigation cases, 1990-06-06

description: Selina Hewitt, memorandum, 1990 June 6, to Anya Goldin, re Reviews / summaries of officers involved in civil litigation cases. PART OF A SERIES: Latham & Watkins researched a total of 83 civil litigation cases brought against the LAPD pertaining to excessive force and/or improper tactics to ascertain whether the Rodney King incident was in fact the aberration that Chief Daryl Gates described. Included in the series are several materials related to the firm’s investigation and final work product. Specifically, the series contains source materials related to the 83 cases that were studied. These materials include the firm’s own memoranda and notes, statistics on misconduct and police brutality, summaries of the selected cases, recommendations for settlement drafted by the Office of the City Attorney, docket cards, copies of settlement agreements, a master roster of officers named in the civil suits, and excerpts from officers’ personnel files. Also included are summaries of interviews held with police personnel and aggrieved citizens about their perception of problems within the LAPD.
DOI: 10.5281/zenodo.10900184
title: Experimental data: "Dynamical clustering and wetting phenomena in inertial active matter".

description: In each zip folder, we report experimental data for shaker frequency f=90 Hz, 120 Hz, 150 Hz at different packing fraction, corresponding to different number of particles N=30, 60, 90, 120, 150, 180, 210, 240
DOI: 10.5281/zenodo.10900185
title: Experimental data: "Dynamical clustering and wetting phenomena in inertial active matter".

description: In each zip folder, we report experimental data for shaker frequency f=90 Hz, 120 Hz, 150 Hz at different packing fraction, corresponding to different number of particles N=30, 60, 90, 120, 150, 180, 210, 240
DOI: 10.15468/dl.mud4kv
title: Occurrence Download

description: A dataset containing 4510 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Ficus heteromorpha Hemsl."
 ]
}

 The dataset includes 4510 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0190321-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-25213
title: Reviews / summaries of officers involved in civil litigation cases, 1990-06-06

description: Selina Hewitt, memorandum, 1990 June 6, to Anya Goldin, re Reviews / summaries of officers involved in civil litigation cases. PART OF A SERIES: Latham & Watkins researched a total of 83 civil litigation cases brought against the LAPD pertaining to excessive force and/or improper tactics to ascertain whether the Rodney King incident was in fact the aberration that Chief Daryl Gates described. Included in the series are several materials related to the firm’s investigation and final work product. Specifically, the series contains source materials related to the 83 cases that were studied. These materials include the firm’s own memoranda and notes, statistics on misconduct and police brutality, summaries of the selected cases, recommendations for settlement drafted by the Office of the City Attorney, docket cards, copies of settlement agreements, a master roster of officers named in the civil suits, and excerpts from officers’ personnel files. Also included are summaries of interviews held with police personnel and aggrieved citizens about their perception of problems within the LAPD.
DOI: 10.15468/dl.lileyf
title: Occurrence Download

description: A dataset containing 210 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tremarctos ornatus (F.G.Cuvier, 1825)"
 ]
}

 The dataset includes 210 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000575-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-25141
title: Reviews / summaries of officers involved in civil litigation cases, 1990-06-06

description: Selina Hewitt, memorandum, 1990 June 6, to Anya Goldin, re Reviews / summaries of officers involved in civil litigation cases. PART OF A SERIES: Latham & Watkins researched a total of 83 civil litigation cases brought against the LAPD pertaining to excessive force and/or improper tactics to ascertain whether the Rodney King incident was in fact the aberration that Chief Daryl Gates described. Included in the series are several materials related to the firm’s investigation and final work product. Specifically, the series contains source materials related to the 83 cases that were studied. These materials include the firm’s own memoranda and notes, statistics on misconduct and police brutality, summaries of the selected cases, recommendations for settlement drafted by the Office of the City Attorney, docket cards, copies of settlement agreements, a master roster of officers named in the civil suits, and excerpts from officers’ personnel files. Also included are summaries of interviews held with police personnel and aggrieved citizens about their perception of problems within the LAPD.
DOI: 10.15468/dl.6tmutq
title: Occurrence Download

description: A dataset containing 336 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ginkgoales",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 336 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0190189-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uzku4m
title: Occurrence Download

description: A dataset containing 1023 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gastrotheca riobambae (Fowler, 1913)"
 ]
}

 The dataset includes 1023 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000575-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-25154
title: Reviews / summaries of officers involved in civil litigation cases, 1990-06-06

description: Selina Hewitt, memorandum, 1990 June 6, to Anya Goldin, re Reviews / summaries of officers involved in civil litigation cases. PART OF A SERIES: Latham & Watkins researched a total of 83 civil litigation cases brought against the LAPD pertaining to excessive force and/or improper tactics to ascertain whether the Rodney King incident was in fact the aberration that Chief Daryl Gates described. Included in the series are several materials related to the firm’s investigation and final work product. Specifically, the series contains source materials related to the 83 cases that were studied. These materials include the firm’s own memoranda and notes, statistics on misconduct and police brutality, summaries of the selected cases, recommendations for settlement drafted by the Office of the City Attorney, docket cards, copies of settlement agreements, a master roster of officers named in the civil suits, and excerpts from officers’ personnel files. Also included are summaries of interviews held with police personnel and aggrieved citizens about their perception of problems within the LAPD.
DOI: 10.15468/dl.wks9gn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Grandicrepidula grandis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0190200-230224095556074/datasets/export for details.
DOI: 10.25549/independent-c69-25140
title: Reviews / summaries of officers involved in civil litigation cases, 1990-06-06

description: Selina Hewitt, memorandum, 1990 June 6, to Anya Goldin, re Reviews / summaries of officers involved in civil litigation cases. PART OF A SERIES: Latham & Watkins researched a total of 83 civil litigation cases brought against the LAPD pertaining to excessive force and/or improper tactics to ascertain whether the Rodney King incident was in fact the aberration that Chief Daryl Gates described. Included in the series are several materials related to the firm’s investigation and final work product. Specifically, the series contains source materials related to the 83 cases that were studied. These materials include the firm’s own memoranda and notes, statistics on misconduct and police brutality, summaries of the selected cases, recommendations for settlement drafted by the Office of the City Attorney, docket cards, copies of settlement agreements, a master roster of officers named in the civil suits, and excerpts from officers’ personnel files. Also included are summaries of interviews held with police personnel and aggrieved citizens about their perception of problems within the LAPD.
DOI: 10.15468/dl.np2h5v
title: Occurrence Download

description: A dataset containing 454 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eleocharis ochrostachys Steud."
 ]
}

 The dataset includes 454 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0190207-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x3lxmr
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Soricidae",
 "Country is Belize"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000576-150210113312293/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-22471
title: Judgment and settlement source material: docket cards (1986-1991), [1991]

description: Judgment and settlement source material: docket cards (1986-1991), [1991]. PART OF A SERIES: Latham & Watkins researched a total of 83 civil litigation cases brought against the LAPD pertaining to excessive force and/or improper tactics to ascertain whether the Rodney King incident was in fact the aberration that Chief Daryl Gates described. Included in the series are several materials related to the firm’s investigation and final work product. Specifically, the series contains source materials related to the 83 cases that were studied. These materials include the firm’s own memoranda and notes, statistics on misconduct and police brutality, summaries of the selected cases, recommendations for settlement drafted by the Office of the City Attorney, docket cards, copies of settlement agreements, a master roster of officers named in the civil suits, and excerpts from officers’ personnel files. Also included are summaries of interviews held with police personnel and aggrieved citizens about their perception of problems within the LAPD.
DOI: 10.6084/m9.figshare.22274810
title: The impact of active and passive investment on market efficiency: a simulation study

description: We create a simulated financial market and examine the effect of different levels of active and passive investment on fundamental market efficiency. In our simulated market, active, passive, and random investors interact with each other through issuing orders. Active and passive investors select their portfolio weights by optimizing Markowitz-based utility functions. We find that higher fractions of active investment within a market lead to an increased fundamental market efficiency. The marginal increase in fundamental market efficiency per additional active investor is lower in markets with higher levels of active investment. Furthermore, we find that a large fraction of passive investors within a market may facilitate technical price bubbles, resulting in market failure. By examining the effect of specific parameters on market outcomes, we find that that lower transaction costs, lower individual forecasting errors of active investors, and less restrictive portfolio constraints tend to increase fundamental market efficiency in the market.
DOI: 10.6084/m9.figshare.22274810.v1
title: The impact of active and passive investment on market efficiency: a simulation study

description: We create a simulated financial market and examine the effect of different levels of active and passive investment on fundamental market efficiency. In our simulated market, active, passive, and random investors interact with each other through issuing orders. Active and passive investors select their portfolio weights by optimizing Markowitz-based utility functions. We find that higher fractions of active investment within a market lead to an increased fundamental market efficiency. The marginal increase in fundamental market efficiency per additional active investor is lower in markets with higher levels of active investment. Furthermore, we find that a large fraction of passive investors within a market may facilitate technical price bubbles, resulting in market failure. By examining the effect of specific parameters on market outcomes, we find that that lower transaction costs, lower individual forecasting errors of active investors, and less restrictive portfolio constraints tend to increase fundamental market efficiency in the market.
DOI: 10.6084/m9.figshare.22736497
title: How much should we trust <i>R</i><sup>2</sup> and adjusted <i>R</i><sup>2</sup>: evidence from regressions in top economics journals and Monte Carlo simulations

description: R<sup>2</sup> and adjusted R<sup>2</sup> may exaggerate a model’s true ability to predict the dependent variable in the presence of overfitting, whereas leave-one-out R<sup>2</sup> (LOOR<sup>2</sup>) is robust to overfitting. We demonstrate this by replicating 279 regressions from 100 papers in top economics journals, where the median increases of R<sup>2</sup> and adjusted R<sup>2</sup> over LOOR<sup>2</sup> reach 40.2% and 21.4% respectively. The inflation of test errors over training errors increases with the severity of overfitting as measured by the number of regressors and nonlinear terms, and the presence of outliers, but decreases with the sample size. These results are further validated by Monte Carlo simulations.
DOI: 10.6084/m9.figshare.22736497.v1
title: How much should we trust <i>R</i><sup>2</sup> and adjusted <i>R</i><sup>2</sup>: evidence from regressions in top economics journals and Monte Carlo simulations

description: R<sup>2</sup> and adjusted R<sup>2</sup> may exaggerate a model’s true ability to predict the dependent variable in the presence of overfitting, whereas leave-one-out R<sup>2</sup> (LOOR<sup>2</sup>) is robust to overfitting. We demonstrate this by replicating 279 regressions from 100 papers in top economics journals, where the median increases of R<sup>2</sup> and adjusted R<sup>2</sup> over LOOR<sup>2</sup> reach 40.2% and 21.4% respectively. The inflation of test errors over training errors increases with the severity of overfitting as measured by the number of regressors and nonlinear terms, and the presence of outliers, but decreases with the sample size. These results are further validated by Monte Carlo simulations.
DOI: 10.15468/dl.5qny23
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Kyphosus cornelii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0190205-230224095556074/datasets/export for details.
DOI: 10.15468/dl.hjufum
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sargassum polyporum Mont., 1842"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000576-150211104439307/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-24786
title: Reviews / summaries of officers involved in civil litigation cases, binder 2, 1991 June 12-19

description: LAPD Records - Reviews / summaries of officers involved in civil litigation cases, binder 2, 1991 June 12-19. PART OF A SERIES: Latham & Watkins researched a total of 83 civil litigation cases brought against the LAPD pertaining to excessive force and/or improper tactics to ascertain whether the Rodney King incident was in fact the aberration that Chief Daryl Gates described. Included in the series are several materials related to the firm’s investigation and final work product. Specifically, the series contains source materials related to the 83 cases that were studied. These materials include the firm’s own memoranda and notes, statistics on misconduct and police brutality, summaries of the selected cases, recommendations for settlement drafted by the Office of the City Attorney, docket cards, copies of settlement agreements, a master roster of officers named in the civil suits, and excerpts from officers’ personnel files. Also included are summaries of interviews held with police personnel and aggrieved citizens about their perception of problems within the LAPD.
DOI: 10.15468/dl.ggv6mk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Leptasterias arctica)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0190238-230224095556074/datasets/export for details.
DOI: 10.25549/independent-c69-24952
title: Reviews / summaries of officers involved in civil litigation cases, binder 2, 1991 June 12-19

description: LAPD Records - Reviews / summaries of officers involved in civil litigation cases, binder 2, 1991 June 12-19. PART OF A SERIES: Latham & Watkins researched a total of 83 civil litigation cases brought against the LAPD pertaining to excessive force and/or improper tactics to ascertain whether the Rodney King incident was in fact the aberration that Chief Daryl Gates described. Included in the series are several materials related to the firm’s investigation and final work product. Specifically, the series contains source materials related to the 83 cases that were studied. These materials include the firm’s own memoranda and notes, statistics on misconduct and police brutality, summaries of the selected cases, recommendations for settlement drafted by the Office of the City Attorney, docket cards, copies of settlement agreements, a master roster of officers named in the civil suits, and excerpts from officers’ personnel files. Also included are summaries of interviews held with police personnel and aggrieved citizens about their perception of problems within the LAPD.