Keywords
Time Series

# ,Time Series,Times series,time seri,time serie,timed series,time seris,timing series

Time Series
Publications: 82,045| Citation Count: 646,501
Stemming Variations: Times series, time seri, time serie, timed series, time seris

## Definition Context (5)

• A time series is a set of data fx<SUB>tg in which the subscript t indicates the time at which the datum x<SUB>t was observed. Statistics 519 provides an introduction to the theory and practice of statistical time series analysis. Topics covered include stationary and non-stationary stochastic processes, autoregressive and moving average (ARMA) models, model tting and forecasting with ARMA processes, multivariate and non-linear processes, long-range dependence, state-space models and Kalman lter, and an outline of spectral techniques...

### Tilmann Gneiting. Course Syllabus Statistics 519, Time Series Analysis

• A time series is a sequence of observations made over time. Examples in public health include daily ozone concentrations, weekly admissions to an emergency department or annual expenditures on health care in the United States. Time series models are used to describe the dependence of the response at each time on predictor variables including covariates and possibly previous values in the series. Time series methods are necessary to account for the correlation among repeated responses over time...

### Scott L. Zeger, et al. ON TIME SERIES ANALYSIS OF PUBLIC HEALTH AND BIOMEDICAL DATA

• A time series is a set of statistical information, compiled, registered or observed in different dates or periods of time and arranged chronologically...

### Kai Bachmann. Time series analysis as a method to characterize musical structures

• A time series is a sequence of observations in chronological order, for example, daily log returns on a stock or monthly values of the Consumer Price Index (CPI)...

### David Ruppert. Time Series Models: Basics

• Time series is a sequence of observations of one or a few time variable of a dynamical system. Linear analysis assumes that the intrinsic dynamics of the system is related to the fact that small causes lead to small effects. On the other hand, nonlinear data set may be related to irregular data with purely deterministic inputs. Nonlinear time series analysis is of special interest of several areas...

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## Publications (82045)

### A Time-Series Compression Technique and its Application to the Smart Grid

Journal: The Vldb Journal - VLDB , 2014

### Comparison of drought indicators derived from multiple data sets over Africa

Published in 2014.

### ENERGY DEMAND AND FINANCIAL SECTOR PERFORMANCE IN SUB SAHARAN AFRICAN REGION

Published in 2014.