Equinox Gold Stock Forecast - Simple Regression

1LRC Stock  EUR 5.34  0.05  0.95%   
The Simple Regression forecasted value of Equinox Gold Corp on the next trading day is expected to be 5.17 with a mean absolute deviation of 0.18 and the sum of the absolute errors of 11.18. Equinox Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Equinox Gold's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through Equinox Gold 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.

Equinox Gold Simple Regression Price Forecast For the 2nd of December

Given 90 days horizon, the Simple Regression forecasted value of Equinox Gold Corp on the next trading day is expected to be 5.17 with a mean absolute deviation of 0.18, mean absolute percentage error of 0.06, and the sum of the absolute errors of 11.18.
Please note that although there have been many attempts to predict Equinox 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 Equinox Gold's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Equinox Gold Stock Forecast Pattern

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Equinox Gold Forecasted Value

In the context of forecasting Equinox Gold'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. Equinox Gold's downside and upside margins for the forecasting period are 1.81 and 8.53, respectively. We have considered Equinox Gold'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
5.34
5.17
Expected Value
8.53
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 Equinox Gold stock data series using in forecasting. Note that when a statistical model is used to represent Equinox Gold 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 Criteria115.2435
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1833
MAPEMean absolute percentage error0.0353
SAESum of the absolute errors11.1794
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 Equinox Gold Corp 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 Equinox Gold

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Equinox Gold Corp. Regardless of method or technology, however, to accurately forecast the stock 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, anticipate that the market will even out over time. This tendency of Equinox Gold'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
1.985.348.70
Details
Intrinsic
Valuation
LowRealHigh
1.074.437.79
Details

Other Forecasting Options for Equinox Gold

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

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

Equinox Gold Corp 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 Equinox Gold'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 Equinox Gold's current price.

Equinox Gold Market Strength Events

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

Equinox Gold Risk Indicators

The analysis of Equinox Gold'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 Equinox Gold's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting equinox stock 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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Additional Information and Resources on Investing in Equinox Stock

When determining whether Equinox Gold Corp offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Equinox Gold's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Equinox Gold Corp Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Equinox Gold Corp Stock:
Check out Historical Fundamental Analysis of Equinox Gold to cross-verify your projections.
You can also try the Content Syndication module to quickly integrate customizable finance content to your own investment portal.
Please note, there is a significant difference between Equinox Gold's value and its price as these two are different measures arrived at by different means. Investors typically determine if Equinox Gold is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Equinox Gold'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.