Single exponential smoothing of the NSM Index, a= 0.9998
Exponential Smoothing Methods in Forecasting Nigeria Consumer Price Index
... price index (CPI) measure the average change over a time in price of goods and services consumed by people, this study is focus to determine the best smoothing technique, to remove the irregularity in the ...
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Bayesian Exponential Smoothing.
... the exponential smoothing method of forecasting is ...a single source of error for each time ...in exponential smoothing by providing both point predictions and measures of the ...
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Perbandingan Prediksi Tinggi Muka Air Bendungan Wonogiri dengan Single Exponential Smoothing dan Brown’s Exponential Smoothing
... The annual rainfall intensity in the Bengawan Solo watershed results in large river flow discharge in several tributaries. The large flow of the river flow has increased the water level in some monitoring posts. The ...
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Optimal Smoothing for a Computationallyand StatisticallyEfficient Single Index Estimator
... Amongst them, the most popular ones are the average derivative estimation (ADE) method investigated by H¨ ardle and Stoker (1989), the sliced inverse regression (SIR) method proposed by [r] ...
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A Pedant's Approach to Exponential Smoothing
... general single source of error state space approach can be used instead, something that allows the relatively complex Kalman …lter to be replaced with exponential ...of exponential smoothing ...
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Solar Irradiance and Load Demand Forecasting based on Single Exponential Smoothing Method
... technique and the smoothing constant. This paper presents the analysis of predictions of solar irradiance and load demand using two different SES methods. The first approach uses the current day data to forecast ...
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Optimal Smoothing for a Computationally and Statistically Efficient Single Index Estimator
... > 0 X) + ε, (1) where E(ε|X) = 0 almost surely, g is an unknown link function, and θ 0 is a single-index parameter with length one and first element positive for ...a single ...
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Exponential smoothing and non-negative data
... consider purely multiplicative models and examine how far such a specification resolves the difficulties we have identified. Section 4 provides some specific distributional results when the innovations are from a ...
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CRYTICAL ANALYSIS OF EXPONENTIAL SMOOTHING METHODS FOR FORECASTING
... on Single exponential smoothing method of Time Series analysis for forecasting, How trend and seasonality factor influences the Time Series data in forecasting, How these factor smoothed by double ...
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Exponential Smoothing Models for Prediction of Solar Irradiance
... triple exponential model fits the data better than both double and single exponential ...triple exponential model is better suited for prediction of solar irradiance than the other ...
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Non-linear exponential smoothing and positive data
... The results are given in Table 4 and show the Forecast Mean Absolute Error (MAE) for the one-step-ahead errors for the hold-out sample in each case. Only very limited conclusions may be drawn from a single ...
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Some Nonlinear Exponential Smoothing Models are Unstable
... on exponential smoothing ...simple exponential smoothing, Holt’s method, and Holt-Winters’ additive and multiplicative ...a single source of error, following the general approach of Ord ...
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THE APPLICATION OF HOLT EXPONENTIAL SMOOTHING MODEL ON 2014 AIR QUALITY INDEX IN MIYUN COUNTY, BEIJING, CHINA
... quality index (AQI) in Miyun County, Beijing, China and predict the trend of AQI value, this paper constructed a time-series analysis．The non-stationary trend is found in the AQI data and it is difficult to match ...
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Peramalan Kebutuhan Batubara Menggunakan Metode Single Exponential Smoothing di PT. Solusi Bangun Andalas
... The problem that occurs is the fluctuation in the use of raw materials that is not regular becomes an obstacle in the planning of fuel procurement for the company. Errors in planning the procurement of raw materials can ...
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Komparasi Metode Peramalan Automatic Clustering Technique and Fuzzy Logical Relationships Dengan Single Exponential Smoothing
... with single exponential smoothing method and apply it to simulation data with uniform ...than single exponential ...than single exponential ...
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Forecasting Compositional Time Series with Exponential Smoothing Methods
... a single proportion is, of course, the same as forecasting a compositional time series with y 1t = y t and y 2t = 1 − y t ...below 0. In this example, the estimates for both the ` 0 and α are maximum ...
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Prediction Intervals for Exponential Smoothing State Space Models.
... Exponential smoothing methods were given a firm statistical foundation by the use of state space models with a single source of error (Ord, Koehler, and Snyder, ...the exponential ...
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A state space model for exponential smoothing with group seasonality
... by exponential smoothing methods. Since exponential smoothing characterizes seasonality by a set of seasonal indices, we refer to this as the group seasonal indices (GSI) ...seasonal ...
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Forecasting Malaysian Ringgit Using Exponential Smoothing Techniques
... of Exponential Smoothing Techniques to forecasting the MYR exchange rate against ...are Single Exponential Smoothing, Double Exponential Smoothing, and Holt’s method will ...
Complex exponential smoothing
... different exponential smoothing models rather than choosing the best one among them (using similar principles as in Burnham and Anderson ...(either exponential smoothing or autoregressive ...
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