VanEck Oil Etf Forecast - Naive Prediction

CRAK Etf  USD 31.41  0.02  0.06%   
The Naive Prediction forecasted value of VanEck Oil Refiners on the next trading day is expected to be 31.06 with a mean absolute deviation of 0.20 and the sum of the absolute errors of 11.96. VanEck Etf Forecast is based on your current time horizon.
  

Open Interest Against 2024-12-20 VanEck Option Contracts

Although open interest is a measure utilized in the options markets, it could be used to forecast VanEck Oil'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 VanEck Oil's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for VanEck Oil 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 VanEck Oil's open interest, investors have to compare it to VanEck Oil'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 VanEck Oil 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 VanEck. 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.
A naive forecasting model for VanEck Oil is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of VanEck Oil Refiners value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

VanEck Oil Naive Prediction Price Forecast For the 30th of November

Given 90 days horizon, the Naive Prediction forecasted value of VanEck Oil Refiners on the next trading day is expected to be 31.06 with a mean absolute deviation of 0.20, mean absolute percentage error of 0.07, and the sum of the absolute errors of 11.96.
Please note that although there have been many attempts to predict VanEck 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 VanEck Oil's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

VanEck Oil Etf Forecast Pattern

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VanEck Oil Forecasted Value

In the context of forecasting VanEck Oil'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. VanEck Oil's downside and upside margins for the forecasting period are 30.16 and 31.96, respectively. We have considered VanEck Oil'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
31.41
31.06
Expected Value
31.96
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of VanEck Oil etf data series using in forecasting. Note that when a statistical model is used to represent VanEck Oil 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 Criteria115.3808
BiasArithmetic mean of the errors None
MADMean absolute deviation0.196
MAPEMean absolute percentage error0.006
SAESum of the absolute errors11.9567
This model is not at all useful as a medium-long range forecasting tool of VanEck Oil Refiners. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict VanEck Oil. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for VanEck Oil

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as VanEck Oil Refiners. 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
30.5331.4332.33
Details
Intrinsic
Valuation
LowRealHigh
30.8631.7632.66
Details
Bollinger
Band Projection (param)
LowMiddleHigh
30.8031.3631.92
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as VanEck Oil. Your research has to be compared to or analyzed against VanEck Oil's peers to derive any actionable benefits. When done correctly, VanEck Oil'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 VanEck Oil Refiners.

Other Forecasting Options for VanEck Oil

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

VanEck Oil 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 VanEck Oil etf to make a market-neutral strategy. Peer analysis of VanEck Oil could also be used in its relative valuation, which is a method of valuing VanEck Oil by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

VanEck Oil Refiners 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 VanEck Oil'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 VanEck Oil's current price.

VanEck Oil Market Strength Events

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

VanEck Oil Risk Indicators

The analysis of VanEck Oil'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 VanEck Oil's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting vaneck 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.

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When determining whether VanEck Oil Refiners is a good investment, qualitative aspects like company management, corporate governance, and ethical practices play a significant role. A comparison with peer companies also provides context and helps to understand if VanEck Etf is undervalued or overvalued. This multi-faceted approach, blending both quantitative and qualitative analysis, forms a solid foundation for making an informed investment decision about Vaneck Oil Refiners Etf. Highlighted below are key reports to facilitate an investment decision about Vaneck Oil Refiners Etf:
Check out Historical Fundamental Analysis of VanEck Oil to cross-verify your projections.
You can also try the Portfolio Diagnostics module to use generated alerts and portfolio events aggregator to diagnose current holdings.
The market value of VanEck Oil Refiners is measured differently than its book value, which is the value of VanEck that is recorded on the company's balance sheet. Investors also form their own opinion of VanEck Oil's value that differs from its market value or its book value, called intrinsic value, which is VanEck Oil'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 VanEck Oil's market value can be influenced by many factors that don't directly affect VanEck Oil'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 VanEck Oil's value and its price as these two are different measures arrived at by different means. Investors typically determine if VanEck Oil is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, VanEck Oil'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.