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Which of the following statement(s) mentioned below do/does not specify the concept of time series analysis:-

A. Time series analysis comprises methods for analysing time series data in order to extract meaningful statistics and other characteristics of the data.

B. Time series analysis provides good forecasts or predictions of further values of the time series.

C. The time series analysis does not derive conclusions after arranging the time series in a systematic manner.

D. The measurement analysis and study of components of time series is called time series analysis.

Choose the correct answer from the options given below:

Solution

✅ Correct Option: 3

Statements A, B and D correctly describe time series analysis: extracting characteristics, forecasting, and studying components.

Statement C denies that conclusions are drawn from systematically arranged data, which contradicts the purpose of the technique.

Hence only C fails to specify the concept.

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