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1by Gao, Jiti Published in Econometric theory (2020)“...We consider a model with both a parametric global trend and a nonparametric local trend. This model may be of interest in a number of applications in...”
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3by Kang, Yicheng Gong, Xiaodong Gao, Jiti Qiu, Peihua Published in Statistics in medicine (30.08.2019)“...Errors‐in‐variables (EIV) regression is widely used in econometric models. The statistical analysis becomes challenging when the regression function is...”
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4“...This paper proposes two simple and new specification tests based on the use of an orthogonal series for a considerable class of bivariate nonlinearly...”
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5“...This paper investigates the variation in the effects of various determinants on the per capita health‐care expenditure. A total of 28 Organisation for Economic...”
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6“...Let {Zij} be independent and identically distributed (i.i.d.) random variables with EZij=0, E|Zij|2 = 1 and E|Zij|4<∞. Define linear processes Ytj= ... with...”
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7“...In this paper, we consider a semiparametric single-index panel data model with cross-sectional dependence and stationarity. Meanwhile, we allow fixed effects...”
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8by Feng, Guohua Gao, Jiti Peng, Bin Zhang, Xiaohui Published in Journal of econometrics (01.01.2017)“...In this paper, we propose a semiparametric varying-coefficient categorical panel data model in which covariates (variables affecting the coefficients) are...”
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9“...In this article, we develop a series estimation method for unknown time-inhomogeneous functionals of Lévy processes involved in econometric time series models...”
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10“...Estimation mainly for two classes of popular models, single-index and partially linear single-index models, is studied in this paper. Such models feature...”
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11by Gao, Jiti“...Useful in the theoretical and empirical analysis of nonlinear time series data, semiparametric methods have received extensive attention in the economics and...”
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12“...In this paper, we study parametric nonlinear regression under the Harris recurrent Markov chain framework. We first consider the nonlinear least squares...”
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13“...In this paper, we introduce a regime switching panel data model with interactive fixed effects. We propose a maximum likelihood estimation method and develop...”
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14by Gong, Xiaodong Gao, Jiti Published in Australian & New Zealand journal of statistics (01.09.2018)“...Summary This paper is motivated by our attempt to answer a policy question: how is private health insurance take‐up in Australia affected by the income...”
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15“...This paper studies nonlinear cointegrating models with time-varying coefficients and multiple nonstationary regressors using classic kernel smoothing methods...”
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16“...In recent years, analysis of financial time series focuses largely on data related to market trading activity. Apart from modeling of the conditional variance...”
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17“...In this article, the usefulness of the extended generalized partially linear single-index (EGPLSI) model introduced by Xia et al. in its ability to model a...”
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18“...As conventional cross-validation bandwidth selection methods do not work properly in the situation where the data are serially dependent time series,...”
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19“...We propose a categorical time-varying coefficient translog cost function, where each coefficient is expressed as a nonparametric function of a categorical time...”
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20“...In this paper, we consider a partially linear panel data model with nonstationarity and certain cross-sectional dependence. Accounting for the explosive...”