Antelope Enterprise Stock Forecast - Polynomial Regression

AEHL
 Stock
  

USD 0.50  0.0129  2.53%   

Antelope Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Antelope Enterprise historical stock prices and determine the direction of Antelope Enterprise Holdings's future trends based on various well-known forecasting models. However, solely looking at the historical price movement is usually misleading. Macroaxis recommends to always use this module together with analysis of Antelope Enterprise historical fundamentals such as revenue growth or operating cash flow patterns.
Please continue to Historical Fundamental Analysis of Antelope Enterprise to cross-verify your projections.
  
Most investors in Antelope Enterprise cannot accurately predict what will happen the next trading day because, historically, stock 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 Antelope Enterprise's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Antelope Enterprise's price structures and extracts relationships that further increase the generated results' accuracy.
Antelope Enterprise polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Antelope Enterprise Holdings as well as the accuracy indicators are determined from the period prices.

Antelope Enterprise Polynomial Regression Price Forecast For the 2nd of December

Given 90 days horizon, the Polynomial Regression forecasted value of Antelope Enterprise Holdings on the next trading day is expected to be 0.49 with a mean absolute deviation of 0.041073, mean absolute percentage error of 0.005059, and the sum of the absolute errors of 2.55.
Please note that although there have been many attempts to predict Antelope Stock 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 Antelope Enterprise's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Antelope Enterprise Stock Forecast Pattern

Backtest Antelope EnterpriseAntelope Enterprise Price PredictionBuy or Sell Advice 

Antelope Enterprise Forecasted Value

In the context of forecasting Antelope Enterprise's Stock 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. Antelope Enterprise's downside and upside margins for the forecasting period are 0.004971 and 8.61, respectively. We have considered Antelope Enterprise'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 0.50
0.004971
Downside
0.49
Expected Value
8.61
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Antelope Enterprise stock data series using in forecasting. Note that when a statistical model is used to represent Antelope Enterprise stock, 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 Criteria114.6619
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0411
MAPEMean absolute percentage error0.0603
SAESum of the absolute errors2.5465
A single variable polynomial regression model attempts to put a curve through the Antelope Enterprise historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Antelope Enterprise

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Antelope Enterprise. Regardless of method or technology, however, to accurately forecast the stock or bond market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock 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, frequently view the market will even out over time. This tendency of Antelope Enterprise'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. Please use the tools below to analyze the current value of Antelope Enterprise in the context of predictive analytics.
Hype
Prediction
LowEstimated ValueHigh
0.020.498.62
Details
Intrinsic
Valuation
LowReal ValueHigh
0.020.478.60
Details
Bollinger
Band Projection (param)
LowerMiddle BandUpper
0.470.550.63
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Antelope Enterprise. Your research has to be compared to or analyzed against Antelope Enterprise's peers to derive any actionable benefits. When done correctly, Antelope Enterprise's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy towards taking a position in Antelope Enterprise.

Other Forecasting Options for Antelope Enterprise

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

Antelope Enterprise 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 Antelope Enterprise stock to make a market-neutral strategy. Peer analysis of Antelope Enterprise could also be used in its relative valuation, which is a method of valuing Antelope Enterprise by comparing valuation metrics with similar companies.
Cisco SystemsAMN Healthcare ServicesTwist Bioscience CorpFreedom Holding CorpGlobal X NASDAQFRANKLIN MUTUAL EUROPEANBHP Group LimitedNatural Health TrendIShares MSCI USAAramark HoldingsVanguard Long-TermSeagate Technology PLCVistra Energy CorpExxon Mobil CorpSignature Bank
 Risk & Return  Correlation

Antelope Enterprise Technical and Predictive Analytics

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

Antelope Enterprise Market Strength Events

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

Antelope Enterprise Risk Indicators

The analysis of Antelope Enterprise's basic risk indicators is one of the essential steps in helping accuretelly forecast its future price. The process involves identifying the amount of risk involved in Antelope Enterprise's investment and either accepting that risk or mitigating it. Along with some funamental techniques of forecasting Antelope Enterprise stock price, 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 stock 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 Antelope Enterprise 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, Antelope Enterprise's short interest history, or implied volatility extrapolated from Antelope Enterprise options trading.

Pair Trading with Antelope Enterprise

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Antelope Enterprise position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Antelope Enterprise will appreciate offsetting losses from the drop in the long position's value.

Moving against Antelope Enterprise

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-0.65NFLXNetflix Upward RallyPairCorr
-0.63JWNNordstrom Downward RallyPairCorr
The ability to find closely correlated positions to Antelope Enterprise could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Antelope Enterprise when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Antelope Enterprise - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Antelope Enterprise Holdings to buy it.
The correlation of Antelope Enterprise is a statistical measure of how it moves in relation to other equities. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Antelope Enterprise moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Antelope Enterprise moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Antelope Enterprise can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching
Please continue to Historical Fundamental Analysis of Antelope Enterprise to cross-verify your projections. Note that the Antelope Enterprise information on this page should be used as a complementary analysis to other Antelope Enterprise's statistical models used to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try Stock Tickers module to use high-impact, comprehensive, and customizable stock tickers that can be easily integrated to any websites.

Complementary Tools for Antelope Stock analysis

When running Antelope Enterprise price analysis, check to measure Antelope Enterprise's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Antelope Enterprise is operating at the current time. Most of Antelope Enterprise's value examination focuses on studying past and present price action to predict the probability of Antelope Enterprise's future price movements. You can analyze the entity against its peers and financial market as a whole to determine factors that move Antelope Enterprise's price. Additionally, you may evaluate how the addition of Antelope Enterprise to your portfolios can decrease your overall portfolio volatility.
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Is Antelope Enterprise's industry expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Antelope Enterprise. If investors know Antelope will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Antelope Enterprise listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Market Capitalization
M
Quarterly Revenue Growth YOY
1.69
Return On Assets
(0.22) 
Return On Equity
(0.95) 
The market value of Antelope Enterprise is measured differently than its book value, which is the value of Antelope that is recorded on the company's balance sheet. Investors also form their own opinion of Antelope Enterprise's value that differs from its market value or its book value, called intrinsic value, which is Antelope Enterprise'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 Antelope Enterprise's market value can be influenced by many factors that don't directly affect Antelope Enterprise'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 Antelope Enterprise's value and its price as these two are different measures arrived at by different means. Investors typically determine Antelope Enterprise value by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Antelope Enterprise'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.