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Chapter
Identifying Sex-Specific Cancer Metabolites and Associations to Prognosis
In this chapter, we provide an overview of a bioinformatics workflow to identify sex-specific associations between metabolites and cancer prognosis using liquid chromatography-mass spectrometry-based metabolom...
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Chapter and Conference Paper
Robust Identification of Gene-Environment Interactions Under High-Dimensional Accelerated Failure Time Models
For complex diseases, beyond the main effects of genetic (G) and environmental (E) factors, gene-environment (G-E) interactions also play an important role. Many of the existing G-E interaction methods conduct...
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Chapter and Conference Paper
Research on Adaptive Control Method of Wing Morphing Aircraft Based on Neural Network
According to the different requirements during the flight period of wing morphing aircraft, it deforms the wing to adjust the flight speed and body attitude, which causes the change and also the uncertainty of...
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Chapter and Conference Paper
Penalized Relative Error Estimation of a Partially Functional Linear Multiplicative Model
Functional data become increasingly popular with the rapid technological development in data collection and storage. In this study, we consider both scalar and functional predictors for a positive scalar respo...
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Chapter and Conference Paper
Mechanical Analysis of a Customized Hand Orthosis Based on 3D Printing
A clinical hand orthosis is used to relieve the finger spasm of stroke patients. Generally, there are three dimension size of the hand orthosis for different patients, but it can not achieve personalized preci...
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Chapter and Conference Paper
Design of a S-box for SMS4 Based on Threshold Implementation
TI(threshold implementation) is a new masking method that is based on secret sharing and multi-party computation, which can resist the first-order DPA attacks provably and effectively. In this paper, we propo...
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Chapter and Conference Paper
Customer Participation in Service Cocreation: An (Extended) Abstract
This study investigates the question of when a customer firm’s participation is helpful or harmful for value cocreation in professional services. Codevelopment between customer and supplier firms is an overloo...
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Chapter
Identifying Gene–Environment Interactions Associated with Prognosis Using Penalized Quantile Regression
In the omics era, it has been well recognized that for complex traits and outcomes, the interactions between genetic and environmental factors (i.e., the G×E interactions) have important implications beyond th...
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Chapter
Empirical Likelihood Test for High Dimensional Generalized Linear Models
Technological advances allow scientists to collect high dimensional data sets in which the number of variables is much larger than the sample size. A representative example is genomics. Consequently, due to th...
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Chapter and Conference Paper
Identifying Gene-Environment Interactions with a Least Relative Error Approach
For complex diseases, the interactions between genetic and environmental risk factors can have important implications beyond the main effects. Many of the existing interaction analyses conduct marginal analysi...
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Chapter
Household Debts
In the CHFS project, household debts include debts assumed as a result of household agricultural, industrial or commercial undertakings, mortgages on real estate, car loans, education loans, credit card debts,...
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Chapter
Household Wealth
In the CHFS project, family assets include non-financial and financial assets. Non-financial assets include business assets, land and housing, vehicles, and durables. Financial assets include bank deposits, st...
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Chapter
Survey Design
The sampling design for the China Household Finance Survey (CHFS) comprises two major components, an overall sampling scheme and an onsite sampling scheme based on map**. This design has two objectives: firs...
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Chapter
Expenditure and Income
Table 7.1 reports eight types of household expenditure, including food, clothing, utilities, daily purchases and durables, health care, transportation and communication, education and entertainment, and other ...
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Chapter
Household Demographics and Work Characteristics
The 2011 CHFS collects information from 8,438 households consisting of 29,463 individuals. The average household size thus is 2.94, and is 2.67 for urban households and 3.18 for rural households. The sample co...
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Chapter
Insurance and Social Welfare
Insurance and social welfare are important components of household financial assets. They help individuals and families hedge risks, save and invest for the future, and have become essential for Chinese people.
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Chapter
Non-financial Assets
Among the 8,438 households in the sample, 8,346 reported on their engagement in agriculture-related or industrial and commercial activities. Table 3.1 shows that 1,223 of the 4,405 households in the rural subs...
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Chapter
Household Financial Assets
We examine household involvement in financial markets in terms of bank deposits, stocks, bonds, funds, derivatives, and other financial products.
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Chapter and Conference Paper
Integrative Analysis of Multiple Cancer Prognosis Datasets Under the Heterogeneity Model
In cancer research, genomic studies have been extensively conducted, searching for markers associated with prognosis. Because of the “large d, small n” characteristic, results generated from the analysis of a sin...
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Chapter and Conference Paper
Finite Element Model Updating of an Assembled Aero-Engine Casing
In this paper, the finite element model updating technique based on first-order optimization is investigated and applied to a jointed aero engine casing. Vibration modal testing is conducted and modal data, i....