On Estimating Quantiles Using Auxiliary Information [PDF]
Journal of Official Statistics, 2015 Abstract We propose a transformation-based approach for estimating quantiles using auxiliary information. The proposed estimators can be easily implemented using a regression estimator. We show that the proposed estimators are consistent and asymptotically unbiased.
Berger, Yves G., Francisco Munoz, Juan
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A new method for modelling precipitation variability in relation to climate change
Journal of Water and Climate Change, 2023 Climate change is one of the main consequences of anthropogenic activities. Since the 1950s, gradual changes and an increase in climate warming have been observed.
Sadia Qamar +2 more
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An Enhanced Auxiliary Information‐Based EWMA‐t Chart for Monitoring the Process Mean
Applied Sciences, 2020 The exponentially weighted moving average t chart using auxiliary information (AIB-EWMA-t chart) is an effective approach for monitoring small process mean shifts when the process standard deviation is unstable or poorly estimated. To further enhance the
Jen‐Hsiang Chen, Shin‐Li Lu
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Regional drought assessment using improved precipitation records under auxiliary information
Tellus: Series A, Dynamic Meteorology and Oceanography, 2020 Changes in the climate and weather conditions, as well as rising earth’s average temperature are likely to escalate deterioration of global drought occurrence. Drought is considered an interwoven natural disaster composed by a number of different factors,
He Jiang +5 more
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Estimation of quantile regression model without longitudinal data and with auxiliary information
Xi'an Gongcheng Daxue xuebao, 2021 In order to study the estimation of the quantile regression model with missing longitudinal data and auxiliary information, the parameter estimation and asymptotic normality of linear quantile regression model are given by using inverse probability ...
Yuting ZHANG +2 more
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Social Recommendation Based on Multi-Auxiliary Information Constrastive Learning
Mathematics, 2022 Social recommendation can effectively alleviate the problems of data sparseness and the cold start of recommendation systems, attracting widespread attention from researchers and industry.
Feng Jiang +5 more
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Application of Balanced Sampling, Non-Response and Calibrated Estimator
Lithuanian Journal of Statistics, 2016 The aim of this paper is to study the interplay between balanced sampling, non-response and calibratedestimator by simulation. The results of seven strategies, embracing a combination of balanced sampling via the cubemethod, simple random cluster ...
Ieva Dirdaitė, Danutė Krapavickaitė
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Multi-modal Recommendation System with Auxiliary Information
, 2022 15 pages, 3 figures, 3 tables, to be published in the SACAIR CCIS Springer proceedings ...
Mufhumudzi Muthivhi +2 more
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An EWMA-DiD Control Chart to Capture Small Shifts in the Process Average Using Auxiliary Information
Technologies, 2018 Among the Statistical Process Control (SPC) techniques, control charts are considered to be high weight-age due to their effectiveness in process variation.
Muhammad Anwar Mughal +2 more
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On the Importance of Regularisation and Auxiliary Information in OOD Detection
, 2021 Fixing ...
John Mitros, Brian Mac Namee
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