मराठी
महाराष्ट्र राज्य शिक्षण मंडळएचएससी वाणिज्य (इंग्रजी माध्यम) इयत्ता १२ वी

Moving averages are useful in identifying ______. - Mathematics and Statistics

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प्रश्न

Moving averages are useful in identifying ______. 

पर्याय

  • Seasonal component

  • Irregular component

  • Trend component

  • Cyclical component

MCQ
रिकाम्या जागा भरा

उत्तर

Moving averages are useful in identifying trend component.

Explanation:

Moving averages help even out changes in data, which makes it easier to see the long-term trend in a set of data over time. Short-term changes, like seasonal or irregular factors, are taken out, and the general direction of the data is shown. A lot of people use this way to predict the economy, study the stock market, and plan their businesses.

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Components of a Time Series
  या प्रश्नात किंवा उत्तरात काही त्रुटी आहे का?
पाठ 4: Time Series - Miscellaneous Exercise 4 [पृष्ठ ६८]

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बालभारती Mathematics and Statistics 2 (Commerce) [English] 12 Standard HSC Maharashtra State Board
पाठ 4 Time Series
Miscellaneous Exercise 4 | Q 1.04 | पृष्ठ ६८

संबंधित प्रश्‍न

Use the method of least squares to fit a trend line to the data in Problem 1 above. Also, obtain the trend value for the year 1975.


Choose the correct alternative :

Which of the following can’t be a component of a time series?


An overall upward or downward pattern in an annual time series would be contained in which component of the times series?


Choose the correct alternative :

The following trend line equation was developed for annual sales from 1984 to 1990 with 1984 as base or zero year. Y = 500 + 60X (in 1000 Rs). The estimated sales for 1984 (in 1000 Rs) is:


Which component of time series refers to erratic time series movements that follow no recognizable or regular pattern?


_______ component of time series is indicated by periodic variation year after year.


_______ component of time series is indicated by a long wave spanning two or more years.


Fill in the blank :

_______ component of time series is indicated by up and down movements without any pattern.


State whether the following is True or False :

The secular trend component of time series represents irregular variations.


State whether the following is True or False :

Seasonal variation can be observed over several years.


Cyclical variation can occur several times in a year.


Irregular variation is not a random component of time series.


Choose the correct alternative:

Which of the following can’t be a component of a time series?


 Which component of time series refers to erratic time series movements that follow no recognizable or regular pattern?


Choose the correct alternative:

The following trend line equation was developed for annual sales from 1984 to 1990 with 1984 as base or zero year.

Y = 500 + 60X (in 1000 ₹). The estimated sales for 1984 (in 1000 ₹) is


Choose the correct alternative:

An overall upward or downward pattern in an annual time series would be contained in which component of the times series?


______ components of time series is indicated by a smooth line


______ component of time series is indicated by periodic variation year after year.


State whether the following statement is True or False: 

Seasonal variation can be observed over several years


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