Teucrium Agricultural Etf Forecast - Double Exponential Smoothing

TAGS Etf  USD 25.18  0.12  0.47%   
The Double Exponential Smoothing forecasted value of Teucrium Agricultural on the next trading day is expected to be 25.13 with a mean absolute deviation of 0.16 and the sum of the absolute errors of 9.21. Teucrium Etf Forecast is based on your current time horizon.
  

Open Interest Against 2025-02-21 Teucrium Option Contracts

Although open interest is a measure utilized in the options markets, it could be used to forecast Teucrium Agricultural's spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in Teucrium Agricultural's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Teucrium Agricultural stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current Teucrium Agricultural's open interest, investors have to compare it to Teucrium Agricultural's spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of Teucrium Agricultural is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in Teucrium. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for Teucrium Agricultural works best with periods where there are trends or seasonality.

Teucrium Agricultural Double Exponential Smoothing Price Forecast For the 1st of December

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Teucrium Agricultural on the next trading day is expected to be 25.13 with a mean absolute deviation of 0.16, mean absolute percentage error of 0.03, and the sum of the absolute errors of 9.21.
Please note that although there have been many attempts to predict Teucrium Etf 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 Teucrium Agricultural's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Teucrium Agricultural Etf Forecast Pattern

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Teucrium Agricultural Forecasted Value

In the context of forecasting Teucrium Agricultural's Etf 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. Teucrium Agricultural's downside and upside margins for the forecasting period are 24.42 and 25.85, respectively. We have considered Teucrium Agricultural'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
25.18
25.13
Expected Value
25.85
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Teucrium Agricultural etf data series using in forecasting. Note that when a statistical model is used to represent Teucrium Agricultural etf, 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 0.0241
MADMean absolute deviation0.156
MAPEMean absolute percentage error0.006
SAESum of the absolute errors9.2059
When Teucrium Agricultural 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 Teucrium Agricultural trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent Teucrium Agricultural observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Teucrium Agricultural

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Teucrium Agricultural. Regardless of method or technology, however, to accurately forecast the etf market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the etf 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.
Hype
Prediction
LowEstimatedHigh
24.4725.1825.89
Details
Intrinsic
Valuation
LowRealHigh
22.6823.3927.70
Details
Bollinger
Band Projection (param)
LowMiddleHigh
25.0225.4925.96
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Teucrium Agricultural. Your research has to be compared to or analyzed against Teucrium Agricultural's peers to derive any actionable benefits. When done correctly, Teucrium Agricultural's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Teucrium Agricultural.

Other Forecasting Options for Teucrium Agricultural

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

Teucrium Agricultural Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Teucrium Agricultural etf to make a market-neutral strategy. Peer analysis of Teucrium Agricultural could also be used in its relative valuation, which is a method of valuing Teucrium Agricultural by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Teucrium Agricultural Technical and Predictive Analytics

The etf market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Teucrium Agricultural'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 Teucrium Agricultural's current price.

Teucrium Agricultural Market Strength Events

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

Teucrium Agricultural Risk Indicators

The analysis of Teucrium Agricultural'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 Teucrium Agricultural's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting teucrium etf 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.

Thematic Opportunities

Explore Investment Opportunities

Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
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When determining whether Teucrium Agricultural is a strong investment it is important to analyze Teucrium Agricultural's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact Teucrium Agricultural's future performance. For an informed investment choice regarding Teucrium Etf, refer to the following important reports:
Check out Historical Fundamental Analysis of Teucrium Agricultural to cross-verify your projections.
You can also try the Portfolio Anywhere module to track or share privately all of your investments from the convenience of any device.
The market value of Teucrium Agricultural is measured differently than its book value, which is the value of Teucrium that is recorded on the company's balance sheet. Investors also form their own opinion of Teucrium Agricultural's value that differs from its market value or its book value, called intrinsic value, which is Teucrium Agricultural's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Teucrium Agricultural's market value can be influenced by many factors that don't directly affect Teucrium Agricultural's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Teucrium Agricultural's value and its price as these two are different measures arrived at by different means. Investors typically determine if Teucrium Agricultural is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Teucrium Agricultural's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.