cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/icpsr02585.v1
title: Integrated Postsecondary Education Data System (IPEDS): Salaries, Tenure, and Fringe Benefits of Full-time Faculty, 1992-1993
title: Version 1

description: The primary purpose of this survey is to collect data on
 the salaries, tenure, and fringe benefits of full-time instructional
 faculty by contract length, sex, and academic rank. These data permit
 analysis, from a national perspective, of the number and tenure status
 of full-time faculty members in relation to enrollment and number of
 degrees granted, and the evaluation of faculty compensation in
 relation to institutional financial resources for an indication of the
 economic status of institutions. These data also enable trend analysis
 of average full-time salaries for an assessment of the economic status
 of full-time faculty. Salary data include total salary outlays and the
 total number of instructional faculty that were paid those
 outlays. Tenure data include number of faculty with tenure, number on
 tenure track, and number not on tenure track. Benefits data include
 fringe benefit expenditures and the number of full-time faculty
 covered by retirement, medical/dental, and group life insurance
plans.
description: The survey was mailed to 3,744 institutions with 2,296
 sent to four-year institutions, 1,423 to two-year institutions, and 25
to less-than-two-year institutions.
description: Datasets: 
DS1: Integrated Postsecondary Education Data System (IPEDS): Salaries, Tenure, and Fringe Benefits of Full-time Faculty, 1992-1993
description: The salary universe was developed by selecting from the
 1991-1992 Institutional Characteristics (IC) Universe I: all
 accredited higher education institutions (including less-than-two-year
 institutions) and nonaccredited institutions that granted bachelor's,
master's, doctoral, and first-professional degrees.
description: The codebook and data collection instrument are
 provided as a Portable Document Format (PDF) file. The PDF file format
 was developed by Adobe Systems Incorporated and can be accessed using
 PDF reader software, such as the Adobe Acrobat Reader. Information on
 how to obtain a copy of the Acrobat Reader is provided through the
ICPSR Website on the Internet.
DOI: 10.3886/icpsr02585
title: Integrated Postsecondary Education Data System (IPEDS): Salaries, Tenure, and Fringe Benefits of Full-time Faculty, 1992-1993
title: Archival Version

description: The primary purpose of this survey is to collect data on
 the salaries, tenure, and fringe benefits of full-time instructional
 faculty by contract length, sex, and academic rank. These data permit
 analysis, from a national perspective, of the number and tenure status
 of full-time faculty members in relation to enrollment and number of
 degrees granted, and the evaluation of faculty compensation in
 relation to institutional financial resources for an indication of the
 economic status of institutions. These data also enable trend analysis
 of average full-time salaries for an assessment of the economic status
 of full-time faculty. Salary data include total salary outlays and the
 total number of instructional faculty that were paid those
 outlays. Tenure data include number of faculty with tenure, number on
 tenure track, and number not on tenure track. Benefits data include
 fringe benefit expenditures and the number of full-time faculty
 covered by retirement, medical/dental, and group life insurance
plans.
description: The survey was mailed to 3,744 institutions with 2,296
 sent to four-year institutions, 1,423 to two-year institutions, and 25
to less-than-two-year institutions.
description: Datasets: 
DS1: Integrated Postsecondary Education Data System (IPEDS): Salaries, Tenure, and Fringe Benefits of Full-time Faculty, 1992-1993
description: The salary universe was developed by selecting from the
 1991-1992 Institutional Characteristics (IC) Universe I: all
 accredited higher education institutions (including less-than-two-year
 institutions) and nonaccredited institutions that granted bachelor's,
master's, doctoral, and first-professional degrees.
description: The codebook and data collection instrument are
 provided as a Portable Document Format (PDF) file. The PDF file format
 was developed by Adobe Systems Incorporated and can be accessed using
 PDF reader software, such as the Adobe Acrobat Reader. Information on
 how to obtain a copy of the Acrobat Reader is provided through the
ICPSR Website on the Internet.
DOI: 10.17898/adp_msum23_v1/1
title: msum23_p1_sl_v2_r2.tab

description: :unav
DOI: 10.17898/adp_msum23_v1/2
title: msum23_p2_sl_v2_r2.tab

description: :unav
DOI: 10.17898/adp_msum23_v1/3
title: msum23_p3_sl_v1_r1.tab

description: Datoteka z odprtimi odgovori.
DOI: 10.17898/adp_msum23_v1
title: Mnenja o specializaciji urgentne medicine v Sloveniji, 2023

description: Specialisti urgentne medicine so eden od temeljev za delovanje mreže urgentnih centrov v Sloveniji. Zaradi upada zanimanja za to specializacijo in prihoda novih generacij na trg dela je pomembno identificirati njihov pogled na specializacijo urgentne medicine. Pomembno je ustvariti okolje, ki bo vabljivo za nove generacije zdravnikov in posledično pripomoglo k dovoljšnemu številu specializantov in specialistov, da bo na območju Slovenije nemoteno potekala oskrba prebivalstva z nujno medicino oskrbo. S tem namenom je bil pripravljen vprašalnik, ki je bil razposlan študentom obeh medicinskih fakultet v Sloveniji (v Ljubljani in Mariboru) ter zdravnikom, ki še niso izbrali specializacije. Namen je identificirati in predlagati sistemske rešitve, ki bi povečale zanimanje in vpis na specializacijo urgentne medicine.
DOI: 10.17898/adp_msum23_v1/4
title: msum23_vp1_sl_v1_r1.pdf

description: :unav
DOI: 10.3886/icpsr02206.v1
title: Library General Information Survey (LIBGIS) I [United States]: Public Library Universe, 1973
title: Version 1

description: The primary purpose of this project was to provide a listing
 of all public libraries in the United States and its outlying
 areas. Significant variables include name, address, population served,
and the chief state library officer.
description: Datasets: 
DS1: Library General Information Survey (LIBGIS) I [United States]: Public Library Universe, 1973
description: State library agencies.
description: The codebook and data collection instrument are
 provided by ICPSR as a Portable Document Format (PDF) file. The PDF
 file format was developed by Adobe Systems Incorporated and can be
 accessed using PDF reader software, such as the Adobe Acrobat
 Reader. Information on how to obtain a copy of the Acrobat Reader is
provided on the ICPSR Web site.
DOI: 10.3886/icpsr02206
title: Library General Information Survey (LIBGIS) I [United States]: Public Library Universe, 1973
title: Archival Version

description: The primary purpose of this project was to provide a listing
 of all public libraries in the United States and its outlying
 areas. Significant variables include name, address, population served,
and the chief state library officer.
description: Datasets: 
DS1: Library General Information Survey (LIBGIS) I [United States]: Public Library Universe, 1973
description: State library agencies.
description: The codebook and data collection instrument are
 provided by ICPSR as a Portable Document Format (PDF) file. The PDF
 file format was developed by Adobe Systems Incorporated and can be
 accessed using PDF reader software, such as the Adobe Acrobat
 Reader. Information on how to obtain a copy of the Acrobat Reader is
provided on the ICPSR Web site.
DOI: 10.3886/icpsr02489.v1
title: ABC News Marijuana Poll, May 1997
title: Version 1

description: This special topic poll sought respondents' views on 
 legalizing the possession of small amounts of marijuana for personal 
 use. Respondents were asked if they supported the use of marijuana 
 for medical purposes when the patient was terminally ill, seriously 
 but not fatally ill, or whenever it would help the patient medically. 
 Those queried were asked if they believed that marijuana has 
 legitimate medical uses. Background information on respondents 
includes sex and personal history of marijuana use.
description: Datasets: 
DS1: ABC News Marijuana Poll, May 1997
description: (1) This collection has not been processed by ICPSR 
 staff. ICPSR is distributing the data and documentation for this 
 collection in essentially the same form in which they were received. 
 When appropriate, hardcopy documentation has been converted to 
 machine-readable form and variables have been recoded to ensure 
 respondents' anonymity. (2) A weight variable with two implied 
decimal places has been included and must be used in any analysis.
DOI: 10.3886/icpsr02489
title: ABC News Marijuana Poll, May 1997
title: Archival Version

description: This special topic poll sought respondents' views on 
 legalizing the possession of small amounts of marijuana for personal 
 use. Respondents were asked if they supported the use of marijuana 
 for medical purposes when the patient was terminally ill, seriously 
 but not fatally ill, or whenever it would help the patient medically. 
 Those queried were asked if they believed that marijuana has 
 legitimate medical uses. Background information on respondents 
includes sex and personal history of marijuana use.
description: Datasets: 
DS1: ABC News Marijuana Poll, May 1997
description: (1) This collection has not been processed by ICPSR 
 staff. ICPSR is distributing the data and documentation for this 
 collection in essentially the same form in which they were received. 
 When appropriate, hardcopy documentation has been converted to 
 machine-readable form and variables have been recoded to ensure 
 respondents' anonymity. (2) A weight variable with two implied 
decimal places has been included and must be used in any analysis.
DOI: 10.3886/icpsr02218.v1
title: Integrated Postsecondary Education Data System (IPEDS): Institutional Characteristics, 1988-1989
title: Version 1

description: This collection offers data on basic characteristics of
 postsecondary institutions in the United States and covers
 institutional characteristics for 1988-1989. The data were used for
 sample design and selection for other IPEDS surveys. Key data elements
 include the name, address, and telephone number of the institution, as
 well as information about levels of course offerings, calendar system,
 admissions requirements, student services, accreditation, modes of
 instruction, and institutional eligibility for student financial aid
 programs. Updated information on tuition, fees, and room and board
 charges for the current academic year also is available. The unit of
analysis is the postsecondary institution.
description: Datasets: 
DS1: Integrated Postsecondary Education Data System (IPEDS): Institutional Characteristics, 1988-1989
description: All postsecondary institutions in operation in 1988-1989
 in the United States, the District of Columbia, and outlying
 territories (American Samoa, Guam, Puerto Rico, the Virgin Islands,
 and the Marshall Islands) and Department of Defense schools outside
the United States.
description: (1) Blanks (in columns 789-1000) have been eliminated
 from the data file. (2) The file consists of data derived from three
 distinct survey instruments. (3) The codebook and data collection
 instruments are provided as a Portable Document Format (PDF) file. The
 PDF file format was developed by Adobe Systems Incorporated and can be
 accessed using PDF reader software, such as the Adobe Acrobat
 Reader. Information on how to obtain a copy of the Acrobat Reader is
provided through the ICPSR Website on the Internet.
DOI: 10.3886/icpsr02218
title: Integrated Postsecondary Education Data System (IPEDS): Institutional Characteristics, 1988-1989
title: Archival Version

description: This collection offers data on basic characteristics of
 postsecondary institutions in the United States and covers
 institutional characteristics for 1988-1989. The data were used for
 sample design and selection for other IPEDS surveys. Key data elements
 include the name, address, and telephone number of the institution, as
 well as information about levels of course offerings, calendar system,
 admissions requirements, student services, accreditation, modes of
 instruction, and institutional eligibility for student financial aid
 programs. Updated information on tuition, fees, and room and board
 charges for the current academic year also is available. The unit of
analysis is the postsecondary institution.
description: Datasets: 
DS1: Integrated Postsecondary Education Data System (IPEDS): Institutional Characteristics, 1988-1989
description: All postsecondary institutions in operation in 1988-1989
 in the United States, the District of Columbia, and outlying
 territories (American Samoa, Guam, Puerto Rico, the Virgin Islands,
 and the Marshall Islands) and Department of Defense schools outside
the United States.
description: (1) Blanks (in columns 789-1000) have been eliminated
 from the data file. (2) The file consists of data derived from three
 distinct survey instruments. (3) The codebook and data collection
 instruments are provided as a Portable Document Format (PDF) file. The
 PDF file format was developed by Adobe Systems Incorporated and can be
 accessed using PDF reader software, such as the Adobe Acrobat
 Reader. Information on how to obtain a copy of the Acrobat Reader is
provided through the ICPSR Website on the Internet.
DOI: 10.3886/icpsr02659.v1
title: National Health Interview Survey, 1996: Immunization Supplement
title: Version 1

description: The purpose of the National Health Interview Survey (NHIS)
 is to obtain information about the amount and distribution of illness,
 its effects in terms of disability and chronic impairments, and the
 kinds of health services people receive. This supplement includes
 variables from the NHIS core Person File (see NATIONAL HEALTH
 INTERVIEW SURVEY, 1996 [ICPSR 2661]), including sex, age, race,
 marital status, veteran status, education, income, industry and
 occupation codes, and limits on activity. Variables in the supplement
 include vaccines received by children under 6 years old for
 diphtheria/pertussis/tetanus (DPT), polio, measles or
 measles/mumps/rubella (MMR), hemophilus type B or Hib, and hepatitis B,
 number of shots the child received for each type of vaccine, and other
 types of shots received. Interviews were conducted with adult
 respondents, and vaccine information was gathered, when possible, from
records maintained by the family.
description: Information was provided on one child (under 6 years of
 age) randomly sampled from each household in the 1996 National Health
 Interview Survey sample. Information was also collected for all
additional 19- to 35-month-old children.
description: Datasets: 
DS1: National Health Interview Survey, 1996: Immunization Supplement
description: Children under the age of 6 years from the civilian,
 noninstitutionalized population of the 50 states and the District of
Columbia.
description: (1) Per agreement with NCHS, ICPSR distributes the
 data file and text of the technical documentation for this collection
 as prepared by NCHS. (2) The codebook and data collection instrument
 are provided as a Portable Document Format (PDF) file. The PDF file
 format was developed by Adobe Systems Incorporated and can be accessed
 using PDF reader software, such as the Adobe Acrobat Reader.
 Information on how to obtain a copy of the Acrobat Reader is provided
through the ICPSR Website on the Internet.
DOI: 10.34808/nsea-xb70
title: Dataset of non-isomorphic graphs of the coloring types (K4,Km-e;n), 2<m<5, 1<n<R(K4,Km-e)

description: For K4 and Km-e graphs, a coloring type (K4,Km-e;n) is such an edge coloring of the full Kn graph, which does not have the K4 subgraph in the first color (representing by no edges in the graph) or the Km-e subgraph in the second color (representing by edges in the graph). Km-e means the full Km graph with one edge removed.The Ramsey number R(K4,Km-e) is the smallest natural number n such that for any edge coloring of the full Kn graph there is an isomorphic subgraph with K4 in the first color (no edge in the graph) or isomorphic with Km-e in the second color (exists edge in the graph). Coloring types (K4,Km-e;n) exist for n&lt;R(K4,Km-e).The dataset consists of:a) 5 files containing all non-isomorphic graphs that are coloring types (K4,K3-e;n) for 1&lt;n&lt;7,b) 9 files containing all non-isomorphic graphs that are coloring types (K4,K4-e;n) for 1&lt;n&lt;11.
All graphs have been saved in Graph6 format (https://users.cecs.anu.edu.au/~bdm/data/formats.html).The Nauty package by Brendan D. McKay was used to check the isomorphism of the graphs (http://users.cecs.anu.edu.au/~bdm/nauty/).We recommend the survey article of S. Radziszowski containing the most important results regarding Ramsey numbers: S. Radziszowski, Small Ramsey numbers, Electron. J. Comb. Dyn. Surv. 1, revision #15, DS1: Mar 3, 2017 ( https://doi.org/10.37236/21).
DOI: 10.15468/dl.ab8v7h
title: Occurrence Download

description: A dataset containing 345 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Manilkara huberi (Ducke) A.Chev."
 ]
}

 The dataset includes 345 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067322-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15724985
title: Data for planetary instability equation distillation
DOI: 10.5281/zenodo.15731358
title: Data for planetary instability equation distillation
DOI: 10.3886/icpsr02148.v1
title: Higher Education General Information Survey (HEGIS), 1980-1981: Earned Degrees
title: Version 1

description: The Higher Education General Information Survey (HEGIS)
 series was designed to provide comprehensive information on various
 aspects of postsecondary education in the United States and its
 territories (American Samoa, Guam, Puerto Rico, the Virgin Islands,
 and the Marshall Islands) and Department of Defense schools outside
 the United States. Data are available for both public and private
 two-year and four-year institutions. The HEGIS Earned Degrees
 component for 1980-1981 offers data on the type and control of
 institution, and the total count, by field of study, of earned degrees
 and other formal awards conferred by each institution surveyed. Key
 data elements, presented for up to four record types for each
 institution (corresponding to level of degree or award), include sex
of student and field of specialty.
description: Datasets: 
DS0: Study-Level Files
DS1: Main Data File
DS2: HEGIS Record Layout
description: All postsecondary institutions in operation during
 1980-1981 in the United States and its territories (American Samoa,
 Guam, Puerto Rico, the Virgin Islands, and the Marshall Islands) and
Department of Defense schools outside the United States.
description: (1) The HEGIS Record Layout file (Part 2) is an Excel
 worksheet of record layouts for all components of the HEGIS survey,
 including the 1980-1981 Earned Degrees component. (2) Columns 155-170
 are not used in this survey. (3) The 1980-1981 survey includes an
 additional category for level of degree for intermediate programs
 between the master's degree and the doctoral degree. This accounts
 for the change from three record types in previous years to four
 record types for 1980-1981. (4) This collection has not been processed
 by ICPSR staff. ICPSR is distributing the data and documentation for
 this collection in essentially the same form in which they were
 received. When appropriate, hardcopy documentation has been converted
 to machine-readable form and variables have been recoded to ensure
 respondents' anonymity. (5) The codebook and data collection
 instrument are provided as a Portable Document Format (PDF) file. The
 PDF file format was developed by Adobe Systems Incorporated and can be
 accessed using PDF reader software, such as the Adobe Acrobat
 Reader. Information on how to obtain a copy of the Acrobat Reader is
provided through the ICPSR Website on the Internet.
DOI: 10.3886/icpsr02148
title: Higher Education General Information Survey (HEGIS), 1980-1981: Earned Degrees
title: Archival Version

description: The Higher Education General Information Survey (HEGIS)
 series was designed to provide comprehensive information on various
 aspects of postsecondary education in the United States and its
 territories (American Samoa, Guam, Puerto Rico, the Virgin Islands,
 and the Marshall Islands) and Department of Defense schools outside
 the United States. Data are available for both public and private
 two-year and four-year institutions. The HEGIS Earned Degrees
 component for 1980-1981 offers data on the type and control of
 institution, and the total count, by field of study, of earned degrees
 and other formal awards conferred by each institution surveyed. Key
 data elements, presented for up to four record types for each
 institution (corresponding to level of degree or award), include sex
of student and field of specialty.
description: Datasets: 
DS0: Study-Level Files
DS1: Main Data File
DS2: HEGIS Record Layout
description: All postsecondary institutions in operation during
 1980-1981 in the United States and its territories (American Samoa,
 Guam, Puerto Rico, the Virgin Islands, and the Marshall Islands) and
Department of Defense schools outside the United States.
description: (1) The HEGIS Record Layout file (Part 2) is an Excel
 worksheet of record layouts for all components of the HEGIS survey,
 including the 1980-1981 Earned Degrees component. (2) Columns 155-170
 are not used in this survey. (3) The 1980-1981 survey includes an
 additional category for level of degree for intermediate programs
 between the master's degree and the doctoral degree. This accounts
 for the change from three record types in previous years to four
 record types for 1980-1981. (4) This collection has not been processed
 by ICPSR staff. ICPSR is distributing the data and documentation for
 this collection in essentially the same form in which they were
 received. When appropriate, hardcopy documentation has been converted
 to machine-readable form and variables have been recoded to ensure
 respondents' anonymity. (5) The codebook and data collection
 instrument are provided as a Portable Document Format (PDF) file. The
 PDF file format was developed by Adobe Systems Incorporated and can be
 accessed using PDF reader software, such as the Adobe Acrobat
 Reader. Information on how to obtain a copy of the Acrobat Reader is
provided through the ICPSR Website on the Internet.
DOI: 10.6084/m9.figshare.28760746.v1
title: Unified optimal model averaging with a general loss function based on cross-validation*

description: Studying unified model averaging estimation for situations with complicated data structures, we propose a novel model averaging method based on cross-validation ( MACV). MACV unifies a large class of new and existing model averaging estimators and covers a very general class of loss functions. Furthermore, to reduce the computational burden caused by the conventional leave-subject/one-out cross validation, we propose a SEcond-order-Approximated Leave-one/subject-out ( SEAL) cross validation, which largely improves the computation efficiency. In the context of non-independent and non-identically distributed random variables, we establish the unified theory for analyzing the asymptotic behaviors of the proposed MACV and SEAL methods, where the number of candidate models is allowed to diverge with sample size. To demonstrate the breadth of the proposed methodology, we exemplify four optimal model averaging estimators under four important situations, i.e., longitudinal data with discrete responses, within-cluster correlation structure modeling, conditional prediction in spatial data, and quantile regression with a potential correlation structure. We conduct extensive simulation studies and analyze real-data examples to illustrate the advantages of the proposed methods.