Forecasting techniques -regression moving average

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• What is the linear regression and 5-month moving average forecast for the sales data?

  Even moving average can be complicated using an exponential moving average instead of simple moving average. All these forecasting techniques work in tandem and no one is better than the other.

• Forecasting techniques for linear regression

  Assignment Using the following sales data for the last 10 quarters, perform a linear regression, an 8-month moving average, and a 3-month moving average forecasting technique to see which is most accurate for the new product in quarter 11 if quarter

• Mean Absolute Deviation

  These include: 1)Simple Moving Average 2)Weighted Moving Average 3)Exponential Smoothing 4)Linear Regression 5)Seasonal Forecasting via Regression (i.e., linear trends with multiplicative seasonality or nonlinear trends with multiplicative

• Time Series Analysis

  These include: 1)Simple Moving Average 2)Weighted Moving Average 3)Exponential Smoothing 4)Linear Regression 5)Seasonal Forecasting via Regression, if we determine it is subject to seasonality (i.e., linear trends with multiplicative seasonality

• Forecasting

  These include: 1)Simple Moving Average 2)Weighted Moving Average 3)Exponential Smoothing 4)Linear Regression 5)Seasonal Forecasting via Regression, if we determine it is subject to seasonality (i.e., linear trends with multiplicative seasonality or nonlinear

• Comparing and Contrasting of various forecasting methods

  Moving Average Analysis: Simple Moving Averages-forecasts future values based on a weighted average of past values and easy to update. Weighted Moving Averages: They are very powerful and economical.

• Demand forecasting (qualitative, causal, time series)

  Moving Average Analysis: Simple Moving Averages-forecasts future values based on a weighted average of past values and easy to update. Weighted Moving Averages: They are very powerful and economical.

• Quantitative analysis questions

  average for period 4. 12.

• Description of Forecasting Methods

  Moving Average Analysis: Simple Moving Averages-forecasts future values based on a weighted average of past values and easy to update. Weighted Moving Averages: They are very powerful and economical.