• Mr. Maulin Omprakash Punjabi
• Dr. Harsha Padheriya

Time-series analysis is a critical aspect of data analysis that has applications in many fields, including finance, economics, and engineering. Real-time designed software can help researchers and students in these fields to analyze time-series data more efficiently and effectively. This paper presents an overview of time-series analysis using real-time designed software for research and education. The paper begins with a discussion of the background and motivation for the study, followed by the purpose of the study and research questions. The significance of the study is also highlighted. The paper then discusses various methods and techniques of time-series analysis, including exponential smoothing, ARIMA, and GARCH models. The use of real-time designed software in time-series analysis is explored, with a focus on its advantages and limitations. Finally, the paper provides a conclusion and recommendations for future research in the field. Overall, this paper provides a comprehensive review of the use of real-time designed software for time-series analysis in research and education, highlighting its potential to improve the efficiency and accuracy of time-series analysis in various fields.

Time-series analysis, Real-time software, Research, Education, Exponential smoothing, ARIMA models, Forecasting, Data analysis, Efficiency, Accuracy, Finance

"Time-series analysis using real time designed software", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 8, page no.b683-b693, August-2023, Available :http://www.jetir.org/papers/JETIR2308183.pdf

"Time-series analysis using real time designed software", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 8, page no. ppb683-b693, August-2023, Available at : http://www.jetir.org/papers/JETIR2308183.pdf