analysis of time series

USAGE SUMMARY

The phrase "analysis of time series" is correct and usable in written English.
It can be used in contexts related to statistics, data analysis, or research where time-dependent data is being examined. Example: "The analysis of time series data revealed significant trends in consumer behavior over the past decade."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

48 human-written examples

The projections were made using Zaitun Time Series software (http://www.zaitunsoftware.com/), which was designed for statistical analysis of time series data.

Human Resources for Health

Thus, a principal component analysis of time series of groundwater and lake water levels was performed.

Advances in Water Resources

He has contributed in the field of complex systems, specifically the non-linear analysis of time series events.

Massachusetts Institute of Technology

In particular, it has been used for analysis of time series laser dynamics35, where permutation entropy has been used for revealing the role of the different time scales.

Nature

The question it raises, of course, is whether a network approach to earthquake histories will be any more predictive than the traditional analysis of time series.

MIT Technology Review

We present a client server application for the distributed multivariate analysis of time series using standard PCs.

Journal of Neuroscience Methods

Human-verified similar examples from authoritative sources

Similar Expressions

12 human-written examples

The analysis of time-series is relevant in a plethora of disciplines in science, engineering and economics [1 3].

EURASIP Journal on Advances in Signal Processing

All data were analyzed off-line with a MATLAB (Mathworks, MA) software tool for analysis of time-series data (dataWizard)[66].

Plosone

*q-value from significance analysis of time-series data.

BMC Genomics

Our method is designed for the analysis of time-series data.

Genetics

Exploratory analysis of time-series of MP at different spatial locations (not shown) did not suggest the presence of second-order heterogeneity through time.

Computers and Geosciences

Expert writing Tips

Best practice

When writing academically or technically, be precise with the type of time series analysis used. Specify the method (e.g., regression, ARIMA) to enhance clarity and credibility.

Common error

Avoid assuming that patterns identified through "analysis of time series" imply a causal relationship. Further investigation is required to establish causality.

Linguistic Context

The phrase "analysis of time series" functions as a noun phrase that refers to the process of examining a sequence of data points indexed in time order. Ludwig AI confirms its broad usage across multiple domains.

Expression frequency: Very common

Frequent in

Science

69%

Academia

14%

News & Media

5%

Less common in

Formal & Business

3%

Wiki

0%

Encyclopedias

0%

Ludwig's WRAP-UP

The phrase "analysis of time series" is grammatically correct and very common, as confirmed by Ludwig AI. It functions as a noun phrase and is primarily used in formal, scientific, and academic contexts. When using the phrase, remember to be specific about the analytical method employed and avoid assuming causation from observed correlations. Alternatives like "time series analysis" are available, offering subtle differences in emphasis. While frequently found in scientific literature, it also appears in news and media reports. Understanding these aspects ensures accurate and effective communication when dealing with time-dependent data.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Time series analysis

Direct reordering of the original phrase; retains identical meaning.

Time series data analysis

Adds emphasis on the 'data' aspect of the time series.

Analysis of temporal sequences

Replaces 'time series' with a more general term, broadening the scope.

Statistical analysis of time series data

Highlights the statistical methods applied to the data.

Chronological data analysis

Focuses on the chronological order of the data.

Temporal data mining

Implies a more exploratory and discovery-oriented approach.

Pattern recognition in time series

Highlights the identification of patterns within the data.

Dynamic data assessment

Emphasizes the changing nature of the data over time.

Longitudinal data analysis

Focuses on data collected over an extended period.

Trend analysis over time

Specifically highlights trend identification as the goal of the analysis.

FAQs

What is involved in the "analysis of time series"?

The "analysis of time series" involves using statistical methods to extract meaningful characteristics from time-dependent data. This often includes trend identification, seasonality detection, and forecasting.

How can I use the phrase "analysis of time series" in a sentence?

You can use "analysis of time series" to describe examining data points recorded over time. For instance, "The study employed "analysis of time series" to understand stock market fluctuations".

What's the difference between "analysis of time series" and "time series analysis"?

The phrases "analysis of time series" and "time series analysis" are essentially interchangeable. The former is simply a more verbose form of the latter.

When is it appropriate to use "analysis of time series" instead of other analytical methods?

Use "analysis of time series" when your data points are indexed in time order and there is a need to understand how these data points evolve (or depend on each other) over that period. If this condition is not met, using methods like "regression analysis" may be more appropriate.