Endeavour Silver Stock Forecast - Simple Regression

EXK Stock  USD 3.71  0.06  1.64%   
The Simple Regression forecasted value of Endeavour Silver Corp on the next trading day is expected to be 4.18 with a mean absolute deviation of 0.36 and the sum of the absolute errors of 22.00. Endeavour Stock Forecast is based on your current time horizon. Although Endeavour Silver's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Endeavour Silver's systematic risk associated with finding meaningful patterns of Endeavour Silver fundamentals over time.
  
At this time, Endeavour Silver's Payables Turnover is quite stable compared to the past year. Receivables Turnover is expected to rise to 32.65 this year, although the value of Inventory Turnover will most likely fall to 5.72. . Common Stock Shares Outstanding is expected to rise to about 207.7 M this year. Net Income Applicable To Common Shares is expected to rise to about 5.9 M this year.
Simple Regression model is a single variable regression model that attempts to put a straight line through Endeavour Silver 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.

Endeavour Silver Simple Regression Price Forecast For the 23rd of December

Given 90 days horizon, the Simple Regression forecasted value of Endeavour Silver Corp on the next trading day is expected to be 4.18 with a mean absolute deviation of 0.36, mean absolute percentage error of 0.20, and the sum of the absolute errors of 22.00.
Please note that although there have been many attempts to predict Endeavour 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 Endeavour Silver's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Endeavour Silver Stock Forecast Pattern

Backtest Endeavour SilverEndeavour Silver Price PredictionBuy or Sell Advice 

Endeavour Silver Forecasted Value

In the context of forecasting Endeavour Silver'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. Endeavour Silver's downside and upside margins for the forecasting period are 0.24 and 8.11, respectively. We have considered Endeavour Silver'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
3.71
4.18
Expected Value
8.11
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 Endeavour Silver stock data series using in forecasting. Note that when a statistical model is used to represent Endeavour Silver 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 Criteria116.4797
BiasArithmetic mean of the errors None
MADMean absolute deviation0.3607
MAPEMean absolute percentage error0.0796
SAESum of the absolute errors22.0004
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 Endeavour Silver 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 Endeavour Silver

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Endeavour Silver 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 Endeavour Silver'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
0.193.707.67
Details
Intrinsic
Valuation
LowRealHigh
0.664.638.60
Details
7 Analysts
Consensus
LowTargetHigh
5.696.256.94
Details

Other Forecasting Options for Endeavour Silver

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

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

Endeavour Silver 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 Endeavour Silver'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 Endeavour Silver's current price.

Endeavour Silver Market Strength Events

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

Endeavour Silver Risk Indicators

The analysis of Endeavour Silver'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 Endeavour Silver's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting endeavour 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.

Building efficient market-beating portfolios requires time, education, and a lot of computing power!

The Portfolio Architect is an AI-driven system that provides multiple benefits to our users by leveraging cutting-edge machine learning algorithms, statistical analysis, and predictive modeling to automate the process of asset selection and portfolio construction, saving time and reducing human error for individual and institutional investors.

Try AI Portfolio Architect
When determining whether Endeavour Silver Corp 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 Endeavour Stock 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 Endeavour Silver Corp Stock. Highlighted below are key reports to facilitate an investment decision about Endeavour Silver Corp Stock:
Check out Historical Fundamental Analysis of Endeavour Silver to cross-verify your projections.
You can also try the Insider Screener module to find insiders across different sectors to evaluate their impact on performance.
Is Metals & Mining space 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 Endeavour Silver. If investors know Endeavour 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 Endeavour Silver listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth
(0.73)
Earnings Share
(0.13)
Revenue Per Share
0.977
Quarterly Revenue Growth
0.081
Return On Assets
0.0101
The market value of Endeavour Silver Corp is measured differently than its book value, which is the value of Endeavour that is recorded on the company's balance sheet. Investors also form their own opinion of Endeavour Silver's value that differs from its market value or its book value, called intrinsic value, which is Endeavour Silver'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 Endeavour Silver's market value can be influenced by many factors that don't directly affect Endeavour Silver'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 Endeavour Silver's value and its price as these two are different measures arrived at by different means. Investors typically determine if Endeavour Silver is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Endeavour Silver'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.