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Article
Modeling the decision of ridesourcing drivers to park and wait at trip ends: a comparison between Perth, Australia and Kolkata, India
It is often difficult for the ridesourcing drivers to get a trip immediately after drop** off a passenger. The main objective of the drivers is to increase their income by serving more trips. The most promin...
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Chapter
When and How Much Do Fixed Effects Matter?
The number of possible specifications of the fixed effects, including interacting ones, grows exponentially when the number of panel dimensions increases. The relevance of the exact fixed effects specification...
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Chapter
Estimation of Sparse Variance-Covariance Matrix
This chapter discusses estimation of variance-covariance matrix with a focus on the case when the variance-covariance matrix is sparse. This is relevant in multi-dimensional panel because the number of possibl...
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Chapter
Dynamic Models and Reciprocity
This chapter discusses the specification, estimation and testing of dynamic models with multi-dimensional data. The difficulties in estimating dynamic models in standard two-dimensional panel data are well kno...
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Chapter
Models with Endogenous Regressors
This chapter examines various estimation and testing issues concerning models with endogenous regressors. The complexity of these issues increases as the number of potential unobserved heterogeneities increase...
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Book
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Chapter
Nonlinear Econometric Models with Machine Learning
This chapter introduces machine learning (ML) approaches to estimate nonlinear econometric models, such as discrete choice models, typically estimated by maximum likelihood techniques. Two families of ML metho...
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Chapter
Linear Econometric Models with Machine Learning
This chapter discusses some of the more popular shrinkage estimators in the machine learning literature with a focus on their potential use in econometric analysis. Specifically, it examines their applicabilit...
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Article
Short exposure to hyperoxia causes cultured lung epithelial cell mitochondrial dysregulation and alveolar simplification in mice
Prolonged exposure to high oxygen concentrations in premature infants, although lifesaving, can induce lung oxidative stress and increase the risk of develo** BPD, a form of chronic lung disease. The lung al...
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Article
A Protocol for Simulation Modeling of Ridesourcing Services: Optimisation of Fleet Size in an Urban Environment
Ridesourcing services have emerged as an alternative transit option for commuters in metropolitan areas. Western Australia has exhibited the highest growth of ridesourcing services as compared to the other reg...
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Chapter
Frequency Domain
Time series analysis in frequency domain has always been an active area of research. Theorists often employ techniques in frequency domain to advance current understanding on complex time series properties and...
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Chapter
Frequentist Averaging
This chapter summarises the recent approaches to optimal forecast combination from a frequentist perspective. The availability of big data leads to the development of many different models of the same macroeco...
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Chapter and Conference Paper
Financial Data Visualization in 3D on Immersive Virtual Reality Displays
Within the scope of this publication, we present a design prototype for the 3D visualization of financial data of Australia’s Energy sector with a large scale immersive virtual reality environment. We review e...
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Article
Evidential Supplier Selection Based on DEMATEL and Game Theory
The supplier selection plays an important role in supplier chain management. How to evaluate the performance of suppliers is still an open issue. Multi-criteria decision-making (MCDM), due to its ability of so...
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Chapter
Models with Endogenous Regressors
This chapter examines various estimation and testing issues concerning models with endogenous regressors. The complexity of these issues increases as the number of potential unobserved heterogeneities increase...
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Chapter
Dynamic Models and Reciprocity
This chapter discusses the specification, estimation and testing of dynamic models with multi-dimensional data. The difficulties in estimating dynamic models in standard two-dimensional panel data are well kno...
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Article
Associated factors of falls in nursing home residents in Hong Kong and the role of restraints: a cross-sectional survey using the ResidentAssessment Instrument (RAI) 2.0
Background and aims: To identify factors associated with falls in non-bedridden nursing home residents in Hong Kong, and to examine whether restraints are protective against falls. Methods: Cross...
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Article
Modelling the asymmetric volatility of anti-pollution patents in the USA
The paper analyses the asymmetric volatility of patents related to pollution prevention and abatement (hereafter, anti-pollution) technologies registered in the USA. Ecological and pollution prevention technol...
