Simple Steps for Fitting Arima Model to Time Series Data for Forecasting Using R
Journal Title: International Journal of Science and Research (IJSR) - Year 2015, Vol 4, Issue 3
Abstract
Time series deals with data that has been recorded or observed over time. These data may need to be analyzed to come up with conclusions and meet the objectives intended by the researcher. A time series may be expressed as an additive model of its components which includes the seasonal, the cyclic, the trend and irregular components. When time series data is analyzed it becomes very key in forecasting or prediction of future time series values, in control of machines among others. In this study it has been noted that though most researchers may be in a position to collect time series data, it is a challenge in analyzing it since some of the steps they are aware of may be complex and not straight forward. This then implies that analysis of time series data needs a great understanding and knowledge of the procedure and the models that can be useful in meeting the researcher
Background Subtraction Algorithm for Moving Object Detection Using Denoising Architecture in FPGA
Currently, in both market and the academic communities have required applications based on image and video processing with several real-time constraints. On the other hand, detection of moving objects is a very important...
Optimal Solution for Degeneracy Fuzzy Transportation Problem Using Zero Termination and Robust Ranking Methods
In this paper, we propose a new method for the Fuzzy optimal solution to the Degeneracy transportation problem with Fuzzy parameters. We develop Fuzzy version of Zero Termination and FMODI algorithms for finding Fuzzy ba...
Impact of Employees’ Work Culture on Bank Customers
Abstract: In this era of competition and technological advancement, in order to develop and enhance a stronger customer-base, customers’ perceptions and expectations from the providers of services have become important,...
An Efficient Higher LSB Method for Hiding Encrypted Data into Guard Pixels Region of a Multicarrier Image Objects
Digital communication has become an essential part of infrastructure nowadays, a lot of applications are Internet-based and it is important that communication be made secret. As a result, the security of information pass...
Efficient Detection for DOS Attacks by Multivariate Correlation Analysis
The interconnected systems are under the threads from the network attack. Denial of service attack is the most common thread. DoS attack attempt to prevent a computer or service from being available. In the proposed sys...