Cementos Bio Stock Forecast - Naive Prediction
| CEMENTOS | CLP 1,303 3.00 0.23% |
The Naive Prediction forecasted value of Cementos Bio B on the next trading day is expected to be 1,608 with a mean absolute deviation of 35.33 and the sum of the absolute errors of 2,155. Cementos Stock Forecast is based on your current time horizon.
Cementos |
Cementos Bio Naive Prediction Price Forecast For the 25th of November
Given 90 days horizon, the Naive Prediction forecasted value of Cementos Bio B on the next trading day is expected to be 1,608 with a mean absolute deviation of 35.33, mean absolute percentage error of 4,713, and the sum of the absolute errors of 2,155.Please note that although there have been many attempts to predict Cementos 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 Cementos Bio's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Cementos Bio Stock Forecast Pattern
| Backtest Cementos Bio | Cementos Bio Price Prediction | Buy or Sell Advice |
Cementos Bio Forecasted Value
In the context of forecasting Cementos Bio'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. Cementos Bio's downside and upside margins for the forecasting period are 1,591 and 1,625, respectively. We have considered Cementos Bio'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 Cementos Bio stock data series using in forecasting. Note that when a statistical model is used to represent Cementos Bio 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 | 126.5685 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 35.3292 |
| MAPE | Mean absolute percentage error | 0.0425 |
| SAE | Sum of the absolute errors | 2155.0808 |
Predictive Modules for Cementos Bio
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Cementos Bio B. 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 Cementos Bio
For every potential investor in Cementos, whether a beginner or expert, Cementos Bio's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Cementos Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Cementos. Basic forecasting techniques help filter out the noise by identifying Cementos Bio's price trends.Cementos Bio 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 Cementos Bio stock to make a market-neutral strategy. Peer analysis of Cementos Bio could also be used in its relative valuation, which is a method of valuing Cementos Bio by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Cementos Bio B 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 Cementos Bio'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 Cementos Bio's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Cementos Bio Market Strength Events
Market strength indicators help investors to evaluate how Cementos Bio stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Cementos Bio shares will generate the highest return on investment. By undertsting and applying Cementos Bio stock market strength indicators, traders can identify Cementos Bio B entry and exit signals to maximize returns.
Cementos Bio Risk Indicators
The analysis of Cementos Bio'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 Cementos Bio's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting cementos 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 | 2.83 | |||
| Standard Deviation | 10.64 | |||
| Variance | 113.18 |
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.
Pair Trading with Cementos Bio
One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Cementos Bio position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Cementos Bio will appreciate offsetting losses from the drop in the long position's value.Moving against Cementos Stock
The ability to find closely correlated positions to Cementos Bio could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Cementos Bio when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Cementos Bio - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Cementos Bio B to buy it.
The correlation of Cementos Bio is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Cementos Bio moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Cementos Bio B moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Cementos Bio can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.Other Information on Investing in Cementos Stock
Cementos Bio financial ratios help investors to determine whether Cementos 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 Cementos with respect to the benefits of owning Cementos Bio security.