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Also, you can indicate if the data periods are months or not, and you optionally can write your own custom names for the time periods in the form below: *** ## Exponential Smoothing Calculator More about the *Exponential Smoothing Forecasts* so you can get a better understanding of the outcome that will be provided by this solver. The idea behind Exponential Smoothing for making forecasts consists of estimating the data value of certain period based on the previous data value as well as the previous forecast, so that to attempt to correct for the deviation between the previous actual value and the prediction. The following formula is used to estimate the data value during period \\(n\\) \\\[ \\text{Forecast during period n} = F\_n = F\_{n-1} + \\alpha (A\_{n-1} - F\_{n-1}) \\\] The Exponential Smoothing method of forecasting is a commonly used method to make forecasts based on a times series data set. Other common methods are the [naive forecast method](https://mathcracker.com/naive-forecast-calculator) , the [weighted moving averages](https://mathcracker.com/weighted-moving-average-forecast-calculator) , [the moving averages forecast method](https://mathcracker.com/moving-average-forecast-calculator) , and the linear trend forecasting method, just to mention a few.  ### Is Linear Regression a Forecasting Method Yes it is, but it is a rather simplistic one because it only uses the trend component of a time series, and you can potentially find others, including cyclical and seasonal. You can use this [linear regression calculator](https://mathcracker.com/linear-regression) to make predictions using linear trend. ### Does exponential smoothing includes a trend? Notice that this a calculator assumes no trend component. Use this calculator in case you want to compute [exponential smoothing with trend component](https://mathcracker.com/exponential-smoothing-trend-adjustment-forecast-calculator) , for a more accurate prediction. ### Related Calculators [  Algebraic Expression Calculator](https://mathcracker.com/algebraic-expression-calculator) [  Exponential Smoothing Forecast Calculator](https://mathcracker.com/exponential-smoothing-forecast-calculator) [  Use this Time Series Plot Maker](https://mathcracker.com/time-series-plot) [  Adjusted R Squared Calculator for Multiple Regression](https://mathcracker.com/adjusted-r-squared-calculator-multiple-regression) [  Earnings Per Share Calculator](https://mathcracker.com/earnings-per-share-calculator) *** [Basic Operations Management Package](https://mathcracker.com/operations-management-calculators) [Exponential Smoothing Calculator](https://mathcracker.com/exponential-smoothing-forecast-calculator) [Exponential Smoothing Forecast Calculator](https://mathcracker.com/exponential-smoothing-forecast-calculator) [Forecasting](https://mathcracker.com/time-series-plot) [Operations Management Calculator](https://mathcracker.com/operations-management-calculators) [Operations Management Solver](https://mathcracker.com/operations-management-calculators) [Time Series](https://mathcracker.com/time-series-plot) [](https://mygeekytutor.com/#mc) [ Trigonometric Expression Evaluator](https://mathcracker.com/trigonometric-expression-evaluator) ### [Trigonometric Expression Evaluator](https://mathcracker.com/trigonometric-expression-evaluator) [ Negative Predictive Value Calculator](https://mathcracker.com/negative-predictive-value-calculator) ### [Negative Predictive Value Calculator](https://mathcracker.com/negative-predictive-value-calculator) [ Positive Predictive Value Calculator](https://mathcracker.com/positive-predictive-value-calculator) ### [Positive Predictive Value Calculator](https://mathcracker.com/positive-predictive-value-calculator) [ Test Specificity Calculator](https://mathcracker.com/test-specificity-calculator) ### [Test Specificity Calculator](https://mathcracker.com/test-specificity-calculator) [ Test Sensitivity Calculator](https://mathcracker.com/test-sensitivity-calculator) ### [Test Sensitivity Calculator](https://mathcracker.com/test-sensitivity-calculator) [ Logarithmic Function Calculator](https://mathcracker.com/logarithmic-function-calculator) ### [Logarithmic Function Calculator](https://mathcracker.com/logarithmic-function-calculator) [ Degrees to Radians](https://mathcracker.com/degrees-to-radians) ### [Degrees to Radians](https://mathcracker.com/degrees-to-radians) [ CAPM Calculator](https://mathcracker.com/capm-calculator) ### [CAPM Calculator](https://mathcracker.com/capm-calculator) [ Beta Calculator](https://mathcracker.com/beta-calculator) ### [Beta Calculator](https://mathcracker.com/beta-calculator) [ Covariance Calculator](https://mathcracker.com/covariance-calculator) ### [Covariance Calculator](https://mathcracker.com/covariance-calculator) [ Deviation Score Calculator](https://mathcracker.com/deviation-score-calculator) ### [Deviation Score Calculator](https://mathcracker.com/deviation-score-calculator) [ Standard Deviation Percentile Calculator](https://mathcracker.com/standard-deviation-percentile-calculator) ### [Standard Deviation Percentile Calculator](https://mathcracker.com/standard-deviation-percentile-calculator) [ Degrees of Freedom Calculator Paired Samples](https://mathcracker.com/degrees-of-freedom-calculator-paired-samples) ### [Degrees of Freedom Calculator Paired Samples](https://mathcracker.com/degrees-of-freedom-calculator-paired-samples) [ Degrees of Freedom Calculator Two Samples](https://mathcracker.com/degrees-of-freedom-calculator-two-samples) ### [Degrees of Freedom Calculator Two Samples](https://mathcracker.com/degrees-of-freedom-calculator-two-samples) [ Degrees of Freedom Calculator One Sample](https://mathcracker.com/degrees-of-freedom-calculator-one-sample) ### [Degrees of Freedom Calculator One Sample](https://mathcracker.com/degrees-of-freedom-calculator-one-sample) [ Interquartile Range Calculator](https://mathcracker.com/interquartile-range-calculator) ### [Interquartile Range Calculator](https://mathcracker.com/interquartile-range-calculator) [ Decile Calculator](https://mathcracker.com/decile-calculator) ### [Decile Calculator](https://mathcracker.com/decile-calculator) [ Quartile Calculator](https://mathcracker.com/quartile-calculator) ### [Quartile Calculator](https://mathcracker.com/quartile-calculator) - 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**Instructions:** You can use this Exponential Smoothing Forecast Calculator for a given times series data set, by providing a set of data and smoothing constant. Also, you can indicate if the data periods are months or not, and you optionally can write your own custom names for the time periods in the form below: *** More about the *Exponential Smoothing Forecasts* so you can get a better understanding of the outcome that will be provided by this solver. The idea behind Exponential Smoothing for making forecasts consists of estimating the data value of certain period based on the previous data value as well as the previous forecast, so that to attempt to correct for the deviation between the previous actual value and the prediction. The following formula is used to estimate the data value during period \\(n\\) \\\[ \\text{Forecast during period n} = F\_n = F\_{n-1} + \\alpha (A\_{n-1} - F\_{n-1}) \\\] The Exponential Smoothing method of forecasting is a commonly used method to make forecasts based on a times series data set. Other common methods are the [naive forecast method](https://mathcracker.com/naive-forecast-calculator) , the [weighted moving averages](https://mathcracker.com/weighted-moving-average-forecast-calculator) , [the moving averages forecast method](https://mathcracker.com/moving-average-forecast-calculator) , and the linear trend forecasting method, just to mention a few.  ### Is Linear Regression a Forecasting Method Yes it is, but it is a rather simplistic one because it only uses the trend component of a time series, and you can potentially find others, including cyclical and seasonal. You can use this [linear regression calculator](https://mathcracker.com/linear-regression) to make predictions using linear trend. ### Does exponential smoothing includes a trend? Notice that this a calculator assumes no trend component. Use this calculator in case you want to compute [exponential smoothing with trend component](https://mathcracker.com/exponential-smoothing-trend-adjustment-forecast-calculator) , for a more accurate prediction. This website uses cookies to improve your experience. We'll assume you're ok with this, but you can opt-out if you wish. [Accept]() [Read More](https://mathcracker.com/privacy-policy-2)