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A Large Automobile Parts Supplier Keeps Track of the Demand

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A large automobile parts supplier keeps track of the demand for a particular part needed by its customers, automobile manufacturers. The time series plot below shows monthly demand for this part (in thousands) for a five year period. A large automobile parts supplier keeps track of the demand for a particular part needed by its customers, automobile manufacturers. The time series plot below shows monthly demand for this part (in thousands) for a five year period.   a. Identify the dominant time series component(s) in the data. b. Suppose that the single exponential smoothing (SES) model was applied to these data. Below are time series graphs showing SES results using two different smoothing constants (α = 0.2 and α = 0.8). In which application is a larger value of α used? i.   ii.   c. What forecasting method may be a better choice than SES for these data? Explain. a. Identify the dominant time series component(s) in the data.
b. Suppose that the single exponential smoothing (SES) model was applied to these data. Below are time series graphs showing SES results using two different smoothing constants (α = 0.2 and α = 0.8). In which application is a larger value of α used?
i. A large automobile parts supplier keeps track of the demand for a particular part needed by its customers, automobile manufacturers. The time series plot below shows monthly demand for this part (in thousands) for a five year period.   a. Identify the dominant time series component(s) in the data. b. Suppose that the single exponential smoothing (SES) model was applied to these data. Below are time series graphs showing SES results using two different smoothing constants (α = 0.2 and α = 0.8). In which application is a larger value of α used? i.   ii.   c. What forecasting method may be a better choice than SES for these data? Explain. ii. A large automobile parts supplier keeps track of the demand for a particular part needed by its customers, automobile manufacturers. The time series plot below shows monthly demand for this part (in thousands) for a five year period.   a. Identify the dominant time series component(s) in the data. b. Suppose that the single exponential smoothing (SES) model was applied to these data. Below are time series graphs showing SES results using two different smoothing constants (α = 0.2 and α = 0.8). In which application is a larger value of α used? i.   ii.   c. What forecasting method may be a better choice than SES for these data? Explain. c. What forecasting method may be a better choice than SES for these data? Explain.

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ICD-10-CM Code

The International Classification of Diseases, 10th Revision, Clinical Modification; a system used by healthcare providers to classify and code all diagnoses, symptoms, and procedures.

Cannabis Abuse

The pattern of cannabis use causing significant impairment or distress, including health problems and failure to meet major responsibilities at work, school, or home.

ICD-10-CM

The International Classification of Diseases, Tenth Revision, Clinical Modification; a system used worldwide for coding diagnoses, signs, symptoms, and procedures.

HIV

Human Immunodeficiency Virus, a virus that attacks the immune system and can lead to Acquired Immunodeficiency Syndrome (AIDS) if not treated.

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