Time Series Data Analysis with Particle Filter-Based Relevance Vectors Machine Learning

2017 ◽  
pp. 335-342
Author(s):  
Xiuli Ning ◽  
Yingcheng Xu ◽  
Ying Li ◽  
Ya Li
Keyword(s):  
Machine Learning ◽  
Time Series ◽  
Data Analysis ◽  
Particle Filter ◽  
Time Series Data ◽  
Series Data ◽  
Time Series Data Analysis

Time series data analysis of stock price movement using machine learning techniques

2020 ◽  
Vol 24 (21) ◽  
pp. 16509-16517
Author(s):  
Irfan Ramzan Parray ◽  
Surinder Singh Khurana ◽  
Munish Kumar ◽  
Ali A. Altalbe
Keyword(s):  
Machine Learning ◽  
Time Series ◽  
Data Analysis ◽  
Stock Price ◽  
Time Series Data ◽  
Machine Learning Techniques ◽  
Series Data ◽  
Price Movement ◽  
Learning Techniques ◽  
Time Series Data Analysis

Examining the Long Run Effects of Export, Import and FDI Inflows on the FDI Outflows from India: A Causality Analysis

2009 ◽  
Vol 10 (1) ◽  
pp. 65-88
Author(s):  
Nandita Dasgupta
Keyword(s):  
Time Series ◽  
Data Analysis ◽  
Driving Force ◽  
Time Series Data ◽  
Series Data ◽  
Causality Analysis ◽  
Fdi Inflows ◽  
Long Run ◽  
Time Series Data Analysis ◽  
Trade And Investment

The objective of this paper is to examine the effects of international trade and investment related macro economic variables, namely, exports, imports and FDI inflows on the outflows of FDI from India over 1970 through 2005. Using time series data analysis, the empirical part of the paper finds unidirectional Granger Causality from export and import to FDI outflows but no such causality exists from FDI inflows to the corresponding outflows from India. Results confirm the assumption that lagged imports and exports are a driving force of ing front.

scholarly journals Periodic Time Series Data Analysis by Deep Learning Methodology

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 223078-223088
Author(s):  
Haolong Zhang ◽  
Haoye Lu ◽  
Amiya Nayak
Keyword(s):  
Time Series ◽  
Deep Learning ◽  
Data Analysis ◽  
Time Series Data ◽  
Series Data ◽  
Periodic Time Series ◽  
Time Series Data Analysis

Robust Extrema Features for Time-Series Data Analysis

2013 ◽  
Vol 35 (6) ◽  
pp. 1464-1479 ◽  
Author(s):  
Pramod K. Vemulapalli ◽  
Vishal Monga ◽  
Sean N. Brennan
Keyword(s):  
Time Series ◽  
Data Analysis ◽  
Time Series Data ◽  
Series Data ◽  
Time Series Data Analysis
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