A novel partial-linear single-index model for time series data

2019 ◽  
Vol 134 ◽  
pp. 110-122 ◽  
Author(s):  
Lei Huang ◽  
Hui Jiang ◽  
Huixia Wang
Keyword(s):  
Time Series ◽  
Time Series Data ◽  
Series Data ◽  
Single Index ◽  
Index Model ◽  
Single Index Model ◽  
Partial Linear

Missing responses at random in functional single index model for time series data

2021 ◽  
Author(s):  
Nengxiang Ling ◽  
Lilei Cheng ◽  
Philippe Vieu ◽  
Hui Ding
Keyword(s):  
Time Series ◽  
Time Series Data ◽  
Series Data ◽  
Single Index ◽  
Index Model ◽  
Missing Responses ◽  
Single Index Model

scholarly journals Estimation for a partial-linear single-index model

2010 ◽  
Vol 38 (1) ◽  
pp. 246-274 ◽  
Author(s):  
Jane-Ling Wang ◽  
Liugen Xue ◽  
Lixing Zhu ◽  
Yun Sam Chong
Keyword(s):  
Single Index ◽  
Index Model ◽  
Single Index Model ◽  
Partial Linear

Functional Partial Linear Single-index Model

2015 ◽  
Vol 43 (1) ◽  
pp. 261-274 ◽  
Author(s):  
Guochang Wang ◽  
Xiang-Nan Feng ◽  
Min Chen
Keyword(s):  
Single Index ◽  
Index Model ◽  
Single Index Model ◽  
Partial Linear

scholarly journals A single-index model procedure for interpolation intervals in time series

2012 ◽  
Vol 28 (4) ◽  
pp. 1463-1484
Author(s):  
Andrés M. Alonso ◽  
Ana E. Sipols ◽  
Silvia Quintas
Keyword(s):  
Time Series ◽  
Single Index ◽  
Index Model ◽  
Single Index Model

scholarly journals Estimation for a partial-linear single-index model

2011 ◽  
Vol 39 (6) ◽  
pp. 3441-3443 ◽  
Author(s):  
Ting-Ting Li ◽  
Hu Yang ◽  
Jane-Ling Wang ◽  
Liu-Gen Xue ◽  
Li-Xing Zhu
Keyword(s):  
Single Index ◽  
Index Model ◽  
Single Index Model ◽  
Partial Linear

scholarly journals Comparison of Some Semi-parametric Methods in Partial Linear Single-Index Model

2021 ◽  
Vol 27 (130) ◽  
pp. 170-184
Author(s):  
Huda Yahya Ahmed ◽  
Munaf Yousif Hmood
Keyword(s):  
Parametric Estimation ◽  
Estimation Methods ◽  
Model Estimation ◽  
Finite Sample ◽  
Two Stage ◽  
Single Index ◽  
Index Model ◽  
Single Index Model ◽  
The Mean ◽  
Partial Linear

The research dealt with a comparative study between some semi-parametric estimation methods to the Partial linear Single Index Model using simulation. There are two approaches to model estimation two-stage procedure and MADE to estimate this model. Simulations were used to study the finite sample performance of estimating methods based on different Single Index models, error variances, and different sample sizes , and the mean average squared errors were used as a comparison criterion between the methods were used. The results showed a preference for the two-stage procedure depending on all the cases that were used

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