The figure below shows which time series pattern?

Question

BlackTom AI · Accepted Answer

Begin by describing what each option implies for a time series pattern.
Option 1: Cyclical. This pattern refers to fluctuations that occur over irregular, longer-than-year spans and do not have a fixed period. The graph shows rises and falls that do not repeat in a strict calendar-based cycle, which is characteristic of cyclical movement.
Option 2: Trend. A trend would manifest as a general, long-run increase or decrease over time. The figure does not show a single, consistent upward or downward slope across the entire horizon; instead, there are multiple ups and downs, so a simple trend is insufficient.
Option 3: Seasonal. Seasonality implies regular, repeated patterns within fixed short intervals (e.g., monthly or quarterly) within each year. The plotted series lacks a clear, repeating short-interval cycle with the same shape and timing each period, so seasonality is unlikely here.
Option 4: Horizontal. A horizontal (stationary) pattern would be relatively flat over time, with only random fluctuations around a constant mean. The graph clearly moves up and down with substantial changes, so horizontal is not a good description.
Now, focusing on the visual evidence: the series shows substantial rise and fall across several years without a fixed, calendar-driven period. The time gaps between similar highs and lows vary, which aligns with a cyclical pattern rather than a fixed seasonal cycle or a straightforward trend, and it is not flat. Therefore, cyclical is the best match among the given options.

MGS3100W10 25 Fall OM Exam 2- Requires Respondus LockDown Browser

The figure below shows which time series pattern?

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Give the single best correct answer.In time series for predicting seasonal data,[Fill in the blank]

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MGS*3100*W10 25 Fall OM Exam 2- Requires Respondus LockDown Browser

The figure below shows which time series pattern?

查看解析

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类似问题

Give the single best correct answer.In time series for predicting seasonal data,[Fill in the blank]

A ski resort uses forecasts to plan staff schedules. It notices gradual increases and decreases in customer volume over several years depending on economic conditions. This pattern is best described as:

A forecasting model where actual occurrences follow an identifiable pattern over time is known as the ________ model:

Time series data requires the order of data points to be preserved.

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希望你的学习变得更简单

MGS3100W10 25 Fall OM Exam 2- Requires Respondus LockDown Browser