VanEck High Etf Forecast - Simple Regression

HYD Etf  USD 52.26  0.09  0.17%   
The Simple Regression forecasted value of VanEck High Yield on the next trading day is expected to be 52.29 with a mean absolute deviation of  0.19  and the sum of the absolute errors of 11.51. VanEck Etf Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast VanEck High stock prices and determine the direction of VanEck High Yield's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of VanEck High's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of VanEck High to cross-verify your projections.
  

Open Interest Against 2024-04-19 VanEck Option Contracts

Although open interest is a measure utilized in the options markets, it could be used to forecast VanEck High'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 High's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for VanEck High 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 High's open interest, investors have to compare it to VanEck High'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 High 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.
Most investors in VanEck High cannot accurately predict what will happen the next trading day because, historically, etf markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the VanEck High's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets VanEck High's price structures and extracts relationships that further increase the generated results' accuracy.
Simple Regression model is a single variable regression model that attempts to put a straight line through VanEck High price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

VanEck High Simple Regression Price Forecast For the 30th of March

Given 90 days horizon, the Simple Regression forecasted value of VanEck High Yield on the next trading day is expected to be 52.29 with a mean absolute deviation of 0.19, mean absolute percentage error of 0.06, and the sum of the absolute errors of 11.51.
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 High's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

VanEck High Etf Forecast Pattern

Backtest VanEck HighVanEck High Price PredictionBuy or Sell Advice 

VanEck High Forecasted Value

In the context of forecasting VanEck High'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 High's downside and upside margins for the forecasting period are 51.95 and 52.63, respectively. We have considered VanEck High'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
52.26
52.29
Expected Value
52.63
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of VanEck High etf data series using in forecasting. Note that when a statistical model is used to represent VanEck High 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 Criteria117.1343
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1857
MAPEMean absolute percentage error0.0036
SAESum of the absolute errors11.5111
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as VanEck High Yield historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for VanEck High

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 High Yield. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of VanEck High'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.
Hype
Prediction
LowEstimatedHigh
51.9252.2652.60
Details
Intrinsic
Valuation
LowRealHigh
51.6852.0252.36
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as VanEck High. Your research has to be compared to or analyzed against VanEck High's peers to derive any actionable benefits. When done correctly, VanEck High'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 High Yield.

Other Forecasting Options for VanEck High

For every potential investor in VanEck, whether a beginner or expert, VanEck High'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 High's price trends.

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

VanEck High Yield 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 High'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 High's current price.

VanEck High Market Strength Events

Market strength indicators help investors to evaluate how VanEck High 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 High shares will generate the highest return on investment. By undertsting and applying VanEck High etf market strength indicators, traders can identify VanEck High Yield entry and exit signals to maximize returns.

VanEck High Risk Indicators

The analysis of VanEck High'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 High'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.
Some investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. Unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards VanEck High in the overall investment community. So, suppose investors can accurately measure the market's sentiment. In that case, they can use it for their benefit. For example, some tools to gauge market sentiment could be utilized using contrarian indexes, VanEck High's short interest history, or implied volatility extrapolated from VanEck High options trading.

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When determining whether VanEck High Yield is a strong investment it is important to analyze VanEck High'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 VanEck High's future performance. For an informed investment choice regarding VanEck Etf, refer to the following important reports:
Check out Historical Fundamental Analysis of VanEck High to cross-verify your projections.
You can also try the Portfolio Rebalancing module to analyze risk-adjusted returns against different time horizons to find asset-allocation targets.

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The market value of VanEck High Yield 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 High's value that differs from its market value or its book value, called intrinsic value, which is VanEck High'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 High's market value can be influenced by many factors that don't directly affect VanEck High'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 High's value and its price as these two are different measures arrived at by different means. Investors typically determine if VanEck High is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, VanEck High'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.