Feeder Cattle Commodity Forecast - Triple Exponential Smoothing

GFUSX Commodity   254.30  0.85  0.34%   
The Triple Exponential Smoothing forecasted value of Feeder Cattle Futures on the next trading day is expected to be 254.66 with a mean absolute deviation of 1.23 and the sum of the absolute errors of 72.69. Investors can use prediction functions to forecast Feeder Cattle's commodity prices and determine the direction of Feeder Cattle Futures's future trends based on various well-known forecasting models. However, exclusively looking at the historical price movement is usually misleading.
  
Triple exponential smoothing for Feeder Cattle - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Feeder Cattle prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any trend in Feeder Cattle price movement. However, neither of these exponential smoothing models address any seasonality of Feeder Cattle Futures.

Feeder Cattle Triple Exponential Smoothing Price Forecast For the 24th of November

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Feeder Cattle Futures on the next trading day is expected to be 254.66 with a mean absolute deviation of 1.23, mean absolute percentage error of 2.55, and the sum of the absolute errors of 72.69.
Please note that although there have been many attempts to predict Feeder Commodity prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Feeder Cattle's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Feeder Cattle Commodity Forecast Pattern

Feeder Cattle Forecasted Value

In the context of forecasting Feeder Cattle's Commodity value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Feeder Cattle's downside and upside margins for the forecasting period are 254.02 and 255.29, respectively. We have considered Feeder Cattle's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
254.30
254.02
Downside
254.66
Expected Value
255.29
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Feeder Cattle commodity data series using in forecasting. Note that when a statistical model is used to represent Feeder Cattle commodity, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.
AICAkaike Information CriteriaHuge
BiasArithmetic mean of the errors 0.219
MADMean absolute deviation1.2321
MAPEMean absolute percentage error0.005
SAESum of the absolute errors72.6942
As with simple exponential smoothing, in triple exponential smoothing models past Feeder Cattle observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Feeder Cattle Futures observations.

Predictive Modules for Feeder Cattle

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Feeder Cattle Futures. Regardless of method or technology, however, to accurately forecast the commodity market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the commodity market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Feeder Cattle's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.

Other Forecasting Options for Feeder Cattle

For every potential investor in Feeder, whether a beginner or expert, Feeder Cattle's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Feeder Commodity price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Feeder. Basic forecasting techniques help filter out the noise by identifying Feeder Cattle's price trends.

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 Risk & Return  Correlation

Feeder Cattle Futures Technical and Predictive Analytics

The commodity market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Feeder Cattle's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Feeder Cattle's current price.

Feeder Cattle Market Strength Events

Market strength indicators help investors to evaluate how Feeder Cattle commodity reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Feeder Cattle shares will generate the highest return on investment. By undertsting and applying Feeder Cattle commodity market strength indicators, traders can identify Feeder Cattle Futures entry and exit signals to maximize returns.

Feeder Cattle Risk Indicators

The analysis of Feeder Cattle's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Feeder Cattle's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting feeder commodity prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

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