Puma Exploration OTC Stock Forecast - Polynomial Regression
| PUMXF Stock | USD 0.06 0.00 0.00% |
The Polynomial Regression forecasted value of Puma Exploration on the next trading day is expected to be 0.06 with a mean absolute deviation of 0 and the sum of the absolute errors of 0.28. Puma OTC Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Puma Exploration's historical fundamentals, such as revenue growth or operating cash flow patterns.
Puma |
Puma Exploration Polynomial Regression Price Forecast For the 28th of November
Given 90 days horizon, the Polynomial Regression forecasted value of Puma Exploration on the next trading day is expected to be 0.06 with a mean absolute deviation of 0, mean absolute percentage error of 0.000039, and the sum of the absolute errors of 0.28.Please note that although there have been many attempts to predict Puma OTC 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 Puma Exploration's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Puma Exploration OTC Stock Forecast Pattern
| Backtest Puma Exploration | Puma Exploration Price Prediction | Buy or Sell Advice |
Puma Exploration Forecasted Value
In the context of forecasting Puma Exploration's OTC 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. Puma Exploration's downside and upside margins for the forecasting period are 0.0006 and 7.42, respectively. We have considered Puma Exploration'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.
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 Puma Exploration otc stock data series using in forecasting. Note that when a statistical model is used to represent Puma Exploration otc 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.| AIC | Akaike Information Criteria | 107.9578 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0047 |
| MAPE | Mean absolute percentage error | 0.0961 |
| SAE | Sum of the absolute errors | 0.2842 |
Predictive Modules for Puma Exploration
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Puma Exploration. Regardless of method or technology, however, to accurately forecast the otc stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the otc 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 Puma Exploration'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.
Other Forecasting Options for Puma Exploration
For every potential investor in Puma, whether a beginner or expert, Puma Exploration's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Puma OTC Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Puma. Basic forecasting techniques help filter out the noise by identifying Puma Exploration's price trends.Puma Exploration 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 Puma Exploration otc stock to make a market-neutral strategy. Peer analysis of Puma Exploration could also be used in its relative valuation, which is a method of valuing Puma Exploration by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Puma Exploration Technical and Predictive Analytics
The otc stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Puma Exploration'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 Puma Exploration's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Puma Exploration Market Strength Events
Market strength indicators help investors to evaluate how Puma Exploration otc stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Puma Exploration shares will generate the highest return on investment. By undertsting and applying Puma Exploration otc stock market strength indicators, traders can identify Puma Exploration entry and exit signals to maximize returns.
Puma Exploration Risk Indicators
The analysis of Puma Exploration'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 Puma Exploration's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting puma otc 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.
| Mean Deviation | 2.61 | |||
| Standard Deviation | 7.18 | |||
| Variance | 51.59 |
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.
Currently Active Assets on Macroaxis
Other Information on Investing in Puma OTC Stock
Puma Exploration financial ratios help investors to determine whether Puma OTC 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 Puma with respect to the benefits of owning Puma Exploration security.