Doubly Robust Inference when Combining Probability and Non-probability Samples with High-dimensional Data [PDF]
Journal of The Royal Statistical Society Series B-statistical Methodology, 2019 Non-probability samples become increasingly popular in survey statistics but may suffer from selection biases that limit the generalizability of results to the target population.
Bang +49 more
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Estimating General Parameters from Non-Probability Surveys Using Propensity Score Adjustment
Mathematics, 2020 This study introduces a general framework on inference for a general parameter using nonprobability survey data when a probability sample with auxiliary variables, common to both samples, is available.
Luis Castro-Martín +2 more
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A Non-Parametric Method to Determine Basic Probability Assignment Based on Kernel Density Estimation
IEEE Access, 2018 Dempster–Shafer evidence theory has been extensively applied in a variety of fields due to its ability to solve knowledge reasoning and decision-making problem under uncertain environments.
Bowen Qin, Fuyuan Xiao
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Social and Medical Gender Affirmation Experiences Are Inversely Associated with Mental Health Problems in a U.S. Non-Probability Sample of Transgender Adults. [PDF]
Arch Sex Behav, 2020 Hughto JMW +3 more
europepmc +2 more sources
An Innovative Approach to the Design of a National Probability Sample of Sexual Minority Adults
LGBT Health, 2020 Purpose: Sampling lesbian, gay, and bisexual (LGB) people to recruit a national probability sample is challenging for many reasons, including the low base rate of LGB people in the population. To address this challenge, researchers have relied on diverse
I. Meyer +4 more
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Suicidal behaviors: Relationship with body mass index and serological indicators
European Psychiatry, 2021 Introduction Current research has demonstrated associations between variables of a biomedical nature with the presence of psychological indicators. Objectives To analyze the relationship between levels of total cholesterol, triglycerides, and Body ...
G. Esgalhado, I. Costa
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Essay: Sunday shopping - The case of three surveys
Survey Research Methods, 2015 There is a growing discussion about the use of non-probability sampling in survey research. Probability sampling is the preferred method of sample selection, but practical problems like reduced data collection budgets, increasing nonresponse rates, and ...
Jelke Bethlehem
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Mathematics, 2023 In recent years, with the rapid development of technology, artificial intelligence (AI) security issues represented by adversarial sample attack have aroused widespread concern in society.
Hongying Li +6 more
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Feasibility of Hair Collection for Cortisol Measurement in Population Research on Adolescent Health [PDF]
, 2016 Background: Black–White disparities in adolescent health are widespread and thought to be explained, in part, by exposure to chronic stress. Cortisol assayed from hair is increasingly recognized as a valid and reliable measure for chronic physiological ...
Boch, Samantha J. +2 more
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Methodology series module 5: Sampling strategies
Indian Journal of Dermatology, 2016 Once the research question and the research design have been finalised, it is important to select the appropriate sample for the study. The method by which the researcher selects the sample is the 'Sampling Method'.
Maninder Singh Setia
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