Gold79 Mines Stock Forecast - Polynomial Regression

AUU Stock  CAD 0.32  0.01  3.23%   
The Polynomial Regression forecasted value of Gold79 Mines on the next trading day is expected to be 0.28 with a mean absolute deviation of 0.02 and the sum of the absolute errors of 0.92. Gold79 Stock Forecast is based on your current time horizon.
  
At this time, Gold79 Mines' Total Stockholder Equity is fairly stable compared to the past year. Common Stock Shares Outstanding is likely to climb to about 20.1 M in 2024, despite the fact that Retained Earnings are likely to grow to (19.9 M).
Gold79 Mines polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Gold79 Mines as well as the accuracy indicators are determined from the period prices.

Gold79 Mines Polynomial Regression Price Forecast For the 28th of November

Given 90 days horizon, the Polynomial Regression forecasted value of Gold79 Mines on the next trading day is expected to be 0.28 with a mean absolute deviation of 0.02, mean absolute percentage error of 0.0003, and the sum of the absolute errors of 0.92.
Please note that although there have been many attempts to predict Gold79 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 Gold79 Mines' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Gold79 Mines Stock Forecast Pattern

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Gold79 Mines Forecasted Value

In the context of forecasting Gold79 Mines' 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. Gold79 Mines' downside and upside margins for the forecasting period are 0 and 4.47, respectively. We have considered Gold79 Mines' 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
0.32
0.28
Expected Value
4.47
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 Gold79 Mines stock data series using in forecasting. Note that when a statistical model is used to represent Gold79 Mines 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 Criteria110.1338
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0151
MAPEMean absolute percentage error0.0518
SAESum of the absolute errors0.9221
A single variable polynomial regression model attempts to put a curve through the Gold79 Mines 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 Gold79 Mines

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Gold79 Mines. 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
0.020.324.51
Details
Intrinsic
Valuation
LowRealHigh
0.010.264.45
Details

Other Forecasting Options for Gold79 Mines

For every potential investor in Gold79, whether a beginner or expert, Gold79 Mines' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Gold79 Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Gold79. Basic forecasting techniques help filter out the noise by identifying Gold79 Mines' price trends.

Gold79 Mines 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 Gold79 Mines stock to make a market-neutral strategy. Peer analysis of Gold79 Mines could also be used in its relative valuation, which is a method of valuing Gold79 Mines by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Gold79 Mines 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 Gold79 Mines' 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 Gold79 Mines' current price.

Gold79 Mines Market Strength Events

Market strength indicators help investors to evaluate how Gold79 Mines stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Gold79 Mines shares will generate the highest return on investment. By undertsting and applying Gold79 Mines stock market strength indicators, traders can identify Gold79 Mines entry and exit signals to maximize returns.

Gold79 Mines Risk Indicators

The analysis of Gold79 Mines' 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 Gold79 Mines' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting gold79 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.

Thematic Opportunities

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Additional Tools for Gold79 Stock Analysis

When running Gold79 Mines' price analysis, check to measure Gold79 Mines' 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 Gold79 Mines is operating at the current time. Most of Gold79 Mines' value examination focuses on studying past and present price action to predict the probability of Gold79 Mines' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Gold79 Mines' price. Additionally, you may evaluate how the addition of Gold79 Mines to your portfolios can decrease your overall portfolio volatility.