EnGene Holdings Etf Forecast - Polynomial Regression

ENGN Etf  USD 8.68  0.07  0.81%   
The Polynomial Regression forecasted value of enGene Holdings Common on the next trading day is expected to be 7.23 with a mean absolute deviation of 0.54 and the sum of the absolute errors of 32.64. EnGene Etf Forecast is based on your current time horizon.
  
EnGene Holdings polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for enGene Holdings Common as well as the accuracy indicators are determined from the period prices.

EnGene Holdings Polynomial Regression Price Forecast For the 29th of November

Given 90 days horizon, the Polynomial Regression forecasted value of enGene Holdings Common on the next trading day is expected to be 7.23 with a mean absolute deviation of 0.54, mean absolute percentage error of 0.41, and the sum of the absolute errors of 32.64.
Please note that although there have been many attempts to predict EnGene 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 EnGene Holdings' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

EnGene Holdings Etf Forecast Pattern

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EnGene Holdings Forecasted Value

In the context of forecasting EnGene Holdings' 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. EnGene Holdings' downside and upside margins for the forecasting period are 2.76 and 11.70, respectively. We have considered EnGene Holdings' 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
8.68
7.23
Expected Value
11.70
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 EnGene Holdings etf data series using in forecasting. Note that when a statistical model is used to represent EnGene Holdings 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 Criteria117.2194
BiasArithmetic mean of the errors None
MADMean absolute deviation0.5351
MAPEMean absolute percentage error0.0698
SAESum of the absolute errors32.6403
A single variable polynomial regression model attempts to put a curve through the EnGene Holdings 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 EnGene Holdings

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as enGene Holdings Common. 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
4.549.0113.48
Details
Intrinsic
Valuation
LowRealHigh
7.3311.8016.27
Details
6 Analysts
Consensus
LowTargetHigh
32.3135.5039.41
Details
Earnings
Estimates (0)
LowProjected EPSHigh
-0.5-0.41-0.35
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as EnGene Holdings. Your research has to be compared to or analyzed against EnGene Holdings' peers to derive any actionable benefits. When done correctly, EnGene Holdings' 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 enGene Holdings Common.

Other Forecasting Options for EnGene Holdings

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

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

enGene Holdings Common 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 EnGene Holdings' 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 EnGene Holdings' current price.

EnGene Holdings Market Strength Events

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

EnGene Holdings Risk Indicators

The analysis of EnGene Holdings' 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 EnGene Holdings' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting engene 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.

Pair Trading with EnGene Holdings

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 EnGene Holdings 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 EnGene Holdings will appreciate offsetting losses from the drop in the long position's value.

Moving against EnGene Etf

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  0.48VCNX VaccinexPairCorr
The ability to find closely correlated positions to EnGene Holdings could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace EnGene Holdings 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 EnGene Holdings - 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 enGene Holdings Common to buy it.
The correlation of EnGene Holdings is a statistical measure of how it moves in relation to other instruments. 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 EnGene Holdings moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if enGene Holdings Common 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 EnGene Holdings 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

Other Information on Investing in EnGene Etf

EnGene Holdings financial ratios help investors to determine whether EnGene Etf is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in EnGene with respect to the benefits of owning EnGene Holdings security.