№ files_lp_4_process_3_082310
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This document outlines the methodology for imputing demographic and macroeconomic data from the World Development Indicators database for climate change-induced disaster loss analysis.
Year:
2023
Region / city:
Global
Subject:
Climate Change, Demographic Data, Imputation Methodology
Document type:
Research methodology
Author:
World Bank
Target audience:
Researchers, Economists, Data Analysts
Period of validity:
1980-2023
Approval date:
N/A
Date of changes:
N/A
Price: 8 / 10 USD
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Title:
Characterization of missingness in untargeted MS-based metabolomics data sets and evaluation of missing data handling strategies
Authors:
Kieu Trinh Do; Simone Wahl; Johannes Raffler; Sophie Molnos; Michael Laimighofer; Jerzy Adamski; Karsten Suhre; Konstantin Strauch; Annette Peters; Christian Gieger; Claudia Langenberg; Isobel D. Stewart; Fabian J. Theis; Harald Grallert; Gabi Kastenmüller; Jan Krumsiek
Type of document:
Supplementary information file
Subject:
Missing data handling strategies in untargeted MS-based metabolomics
Methods described:
Richardson & Ciampi (RC); Imputation by truncated sampling (ITS); Multiple imputation by truncated sampling (MITS); Imputation by chained equations (ICE-norm, ICE-pmm, ICE-adjR); K-nearest neighbor imputation (KNN-var, KNN-obs, KNN-obs-sel)
Software:
R
R packages:
tmvtnorm (version 1.4-9); mice (version 2.25); miceadds (version 1.5-0)
Data set:
KORA
Covariates:
Age; Sex; BMI
Statistical framework:
Maximum likelihood estimation; Bayesian linear regression; Gibbs sampling; Multiple imputation according to Rubin
Year:
2023
Region / City:
United States
Topic:
Genomics, Genetics
Document Type:
Research Paper
Organization / Institution:
Rutgers University, NIH
Author:
Matteo Di Vincenzo, Thanavadee Prachason, Gaia Sampogna, Angelo Arias-Magnasco, Bochao Danae Lin, Lotta-Katrin Pries, Jim van Os, Bart P.F. Rutten, Ran Barzilay, Andrea Fiorillo, Sinan Guloksuz
Target Audience:
Researchers, Geneticists, Biologists
Period of Activity:
2023
Date of Approval:
N/A
Date of Changes:
N/A
Year:
2023
Region / City:
N/A
Topic:
Machine Learning, Drug Approvals, Statistical Imputation
Document Type:
Research Paper
Organization / Institution:
N/A
Author:
Andrew W. Lo, Kien Wei Siah, Chi Heem Wong
Target Audience:
Researchers, Medical and Pharmaceutical Experts
Period of Validity:
N/A
Approval Date:
N/A
Modification Date:
N/A
Year:
2024
Region / City:
The Gambia
Document Type:
Implementation Support Mission Report
Organization / Institution:
World Bank
Author:
World Bank Team
Target Audience:
Government Officials, Implementing Partners, Donors
Period of Validity:
January 8-12, 2024
Approval Date:
January 12, 2024
Date of Changes:
N/A
Year:
2023
Region / City:
Grand Rapids, I-Falls
Theme:
Health, Counseling
Document Type:
Intake Form
Organization:
Northland Counseling Center, Inc.
Author:
Northland Counseling Center, Inc.
Target Audience:
Individuals seeking counseling services
Period of Validity:
N/A
Approval Date:
N/A
Date of Changes:
N/A
Year:
2024
Region / city:
Europe
Topic:
Demographic Change
Document type:
Opinion
Organization / institution:
European Committee of the Regions (CoR)
Author:
János Ádám Karácsony
Target audience:
EU Member States, policymakers, regional authorities
Period of validity:
Ongoing
Approval date:
2024-10-09
Date of amendments:
None
Year:
2023
Region / City:
United States
Topic:
Healthcare, Patient Information
Document Type:
Form
Organization / Institution:
American Medical Association (AMA)
Author:
American Medical Association
Target Audience:
Patients
Period of validity:
Not specified
Approval Date:
Not specified
Amendment Date:
Not specified
Year:
2025
Region / City:
Oregon
Topic:
Demographic report, Coordinated Care Organizations
Document Type:
Report Template
Organization / Institution:
Oregon Health Authority
Author:
Oregon Health Authority
Target Audience:
Coordinated Care Organizations (CCOs)
Effective Period:
2025
Approval Date:
January 29, 2025
Amendment Date:
-
Year:
2024
Region / City:
N/A
Topic:
Nursing Certification, Accreditation
Document Type:
Policy Update
Organization / Institution:
American Nurses Credentialing Center (ANCC)
Author:
N/A
Target Audience:
Healthcare professionals, Nursing organizations
Action Period:
January 1, 2024 and beyond
Approval Date:
N/A
Date of Changes:
N/A
Year:
Unknown
Region / City:
Unknown
Topic:
Tuberculosis Testing and Treatment
Document Type:
Medical/Health Report
Institution:
Vermont Department of Health
Author:
Unknown
Target Audience:
Healthcare Providers
Period of Validity:
Unknown
Approval Date:
Unknown
Date of Amendments:
Unknown
Year:
2025
Region / City:
United States
Topic:
Data Collection, Client-Level Data
Document Type:
Implementation Guide
Agency / Institution:
Health Resources and Services Administration, Maternal and Child Health Bureau
Author:
Health Resources and Services Administration
Target Audience:
Healthy Start technical and/or administrative staff
Period of Validity:
2024-2029
Approval Date:
April 15, 2025
Date of Changes:
March 3, 2025, May 23, 2024, April 15, 2025
Year:
2018
Region / City:
Minnesota
Topic:
Immigration, Language Diversity, Demographics
Document Type:
Report
Organization:
Unknown
Author:
Unknown
Target Audience:
Immigrants, Refugees, Researchers, Policymakers
Period of Validity:
Not specified
Approval Date:
Not specified
Date of Changes:
Not specified
Year:
2021
Note:
Region / City
Topic:
Demographic Survey Items
Document Type:
Survey
Author:
Brenton M. Wiernik, Theresa Hernandez, Sabrina Volpone, Isaac Sabat, Enrica Ruggs, Susan D’Mello, Jenna Eagleson, Lindsay Dhanani, Tiffany Poeppelman, Alexandra Zelin
Target Audience:
Researchers, Survey Designers
Year:
Not specified
Region / city:
Not specified
Topic:
Mental health, psychosis
Document type:
Research article
Organization / institution:
Not specified
Author:
Not specified
Target audience:
Researchers, mental health professionals
Period of validity:
Not specified
Approval date:
Not specified
Date of modifications:
Not specified
Contextual description:
Research article analyzing demographic characteristics and interview features used to identify individuals at clinical high risk for psychosis and community controls.
Year:
2016
Region / City:
India
Theme:
Educational Administration
Document Type:
Consent Form
Organization / Institution:
Ministry of Education
Author:
Ministry of Education
Target Audience:
Parents / Guardians of Students
Period of Validity:
Ongoing
Date of Approval:
Not specified
Date of Amendments:
Not specified
Year:
2026
Region / Institution:
University research laboratory
Subject Area:
Cognitive neuroscience, memory recall, virtual environment studies
Document Type:
Supplemental materials
Experiments Included:
Behavioral experiment, fMRI experiment
Participants:
Young adults, N=70 (behavioral), N=22 (fMRI)
Gender Distribution:
Male and Female
Data Collected:
Age, presence conditions, recall performance, fMRI voxel patterns
Analysis Methods:
RM-ANOVA, MANOVA, SL-MVPA, SVM classification
Experimental Conditions:
Single-context, dual-context, high presence, low presence, mental reinstatement
Time Points:
T1–T5
Retention Measures:
Overnight and one-week recall
Brain Regions Analyzed:
Bilateral visual association, fusiform gyrus, parietal regions, left inferior frontal sulcus
Year:
Unknown
Region / City:
Unknown
Topic:
Gallbladder cancer mortality by demographic factors
Document type:
Table
Organization / Institution:
Unknown
Author:
Unknown
Target audience:
Medical professionals, researchers
Period of validity:
Unknown
Approval date:
Unknown
Date of changes:
Unknown
Year:
Not specified
Region / city:
Not specified
Topic:
Colorectal cancer, gene expression, proteomics
Document type:
Research data
Organization / institution:
Not specified
Author:
Not specified
Target audience:
Researchers in oncology and molecular biology
Effective period:
Not specified
Approval date:
Not specified
Modification date:
Not specified
Year:
2023
Month:
January
Subject area:
Diabetes foot care
Topic:
Hospital activity and amputation indicators
Document type:
Technical document
Geographic scope:
England
Institution:
National Cardiovascular Intelligence Network
Data sources:
Hospital Episode Statistics; National Diabetes Audit; Quality and Outcomes Framework
Population:
Adults aged 18 years and over
Time period covered:
Aggregated financial years 2018/19–2020/21
Methodology:
Indicator definitions and direct age standardisation
Update history:
Methodological changes since December 2021
Intended use:
Statistical reporting and profile interpretation
Contact information:
[email protected]
Year:
2020-2022
Region/City:
Winston-Salem, NC
Theme:
Disadvantaged Business Enterprise (DBE) Program, Transportation
Document Type:
Methodology Document
Organization/Agency:
City of Winston-Salem, Winston-Salem Transit Authority, Winston-Salem Urban Area Metropolitan Planning Organization
Author:
Marlene Davis, DBE Liaison, Title VI Coordinator
Target Audience:
Local Government, Transportation Agencies, DBE Firms
Period of Validity:
FY 2020 – FY 2022
Approval Date:
August 2020
Date of Changes:
None listed