time series


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time series

n
(Statistics) statistics a series of values of a variable taken in successive periods of time
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Noun1.time series - a series of values of a variable at successive times
statistics - a branch of applied mathematics concerned with the collection and interpretation of quantitative data and the use of probability theory to estimate population parameters
statistic - a datum that can be represented numerically
References in periodicals archive ?
ABSTRACT: This study focuses on forecasting of stock prices for Flying Cement Company using Time Series analysis using Autoregressive Integrated Moving Average (ARIMA) model,.
For this aim, three exponential smoothing methods, Holt, Brown and Damped Trend were executed to economically model the time series data.
This book explains introductory time series analysis, presenting models and methods with examples, as well as features of realizations from various models and the use and interpretation of results based on the models.
However, a gap exists in these studies as they neglect the set of prices of agricultural products to favor structure capturing in the study time series (HASSANI & MAHMOUDVAND, 2013).
We make use of position time series of 206 GPS station ranging from 2001 to 2013 globally distributed.
Conversion of time series data to discrete segments.
ARIMA Model is used to solve the problem of time series based on computer prediction when there is only one variable, but in real problem solving probably exists multiple time series based on computer prediction and multidimensional time series problems based on computer prediction.
Modeling efforts of Lake Chapala fisheries have included time series analysis of fish density and biomass time series of atherinopsids and barred splitfin (Becerra-Munoz et al.
The company is also working to broaden the application of deep learning to types of data other than images, sounds, and time series, and to perform more sophisticated data analysis.
This special issue is particularly focused on new theories and applications of time series analysis.
The conditional standard deviation series are constructed by estimating a suitable GARCH family model that models the return and volatility simultaneously by taking into account the stylized facts of any financial time series.
Tests were performed on the time series of M2-Competition [10].