Compania Stock Forecast - Naive Prediction
| BVN Stock | 12.47 0.07 0.56% |
The Naive Prediction forecasted value of Compania de Minas on the next trading day is expected to be 13.13 with a mean absolute deviation of 0.32 and the sum of the absolute errors of 19.54. Compania Stock Forecast is based on your current time horizon.
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Compania Naive Prediction Price Forecast For the 30th of November
Given 90 days horizon, the Naive Prediction forecasted value of Compania de Minas on the next trading day is expected to be 13.13 with a mean absolute deviation of 0.32, mean absolute percentage error of 0.22, and the sum of the absolute errors of 19.54.Please note that although there have been many attempts to predict Compania 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 Compania's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Compania Stock Forecast Pattern
Compania Forecasted Value
In the context of forecasting Compania'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. Compania's downside and upside margins for the forecasting period are 10.57 and 15.69, respectively. We have considered Compania'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 Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Compania stock data series using in forecasting. Note that when a statistical model is used to represent Compania 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 | 116.5832 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.3203 |
| MAPE | Mean absolute percentage error | 0.0223 |
| SAE | Sum of the absolute errors | 19.54 |
Predictive Modules for Compania
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Compania de Minas. 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.Other Forecasting Options for Compania
For every potential investor in Compania, whether a beginner or expert, Compania's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Compania Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Compania. Basic forecasting techniques help filter out the noise by identifying Compania's price trends.Compania 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 Compania stock to make a market-neutral strategy. Peer analysis of Compania could also be used in its relative valuation, which is a method of valuing Compania by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Compania de Minas 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 Compania'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 Compania's current price.| Cycle Indicators | ||
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| Volume Indicators |
Compania Market Strength Events
Market strength indicators help investors to evaluate how Compania stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Compania shares will generate the highest return on investment. By undertsting and applying Compania stock market strength indicators, traders can identify Compania de Minas entry and exit signals to maximize returns.
Compania Risk Indicators
The analysis of Compania'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 Compania's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting compania 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 | 0.6551 | |||
| Standard Deviation | 2.5 | |||
| Variance | 6.25 |
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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Try AI Portfolio ArchitectAdditional Information and Resources on Investing in Compania Stock
When determining whether Compania de Minas offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Compania'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 Compania De Minas Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Compania De Minas Stock:Check out fundamental analysis of Compania to check your projections. You can also try the Analyst Advice module to analyst recommendations and target price estimates broken down by several categories.
Please note, there is a significant difference between Compania's value and its price as these two are different measures arrived at by different means. Investors typically determine if Compania is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Compania'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.