GALENA MINING Stock Forecast - Polynomial Regression

GM6 Stock  EUR 0.03  0.00  0.00%   
The Polynomial Regression forecasted value of GALENA MINING LTD on the next trading day is expected to be 0.03 with a mean absolute deviation of 0 and the sum of the absolute errors of 0. GALENA Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of GALENA MINING's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
GALENA MINING polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for GALENA MINING LTD as well as the accuracy indicators are determined from the period prices.

GALENA MINING Polynomial Regression Price Forecast For the 30th of November

Given 90 days horizon, the Polynomial Regression forecasted value of GALENA MINING LTD on the next trading day is expected to be 0.03 with a mean absolute deviation of 0, mean absolute percentage error of 0, and the sum of the absolute errors of 0.
Please note that although there have been many attempts to predict GALENA 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 GALENA MINING's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

GALENA MINING Stock Forecast Pattern

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GALENA MINING Forecasted Value

In the context of forecasting GALENA MINING'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. GALENA MINING's downside and upside margins for the forecasting period are 0.03 and 0.03, respectively. We have considered GALENA MINING'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
0.03
0.03
Expected Value
0.03
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 GALENA MINING stock data series using in forecasting. Note that when a statistical model is used to represent GALENA MINING 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 Criteria43.6716
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0
MAPEMean absolute percentage error0.0
SAESum of the absolute errors0.0
A single variable polynomial regression model attempts to put a curve through the GALENA MINING 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 GALENA MINING

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as GALENA MINING LTD. 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.
Hype
Prediction
LowEstimatedHigh
0.030.030.03
Details
Intrinsic
Valuation
LowRealHigh
0.030.030.03
Details

Other Forecasting Options for GALENA MINING

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

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

GALENA MINING LTD 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 GALENA MINING'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 GALENA MINING's current price.

GALENA MINING Market Strength Events

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

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Other Information on Investing in GALENA Stock

GALENA MINING financial ratios help investors to determine whether GALENA Stock 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 GALENA with respect to the benefits of owning GALENA MINING security.