Unipar Carbocloro Preferred Stock Forecast - Simple Exponential Smoothing
| UNIP6 Preferred Stock | BRL 52.33 0.33 0.63% |
The Simple Exponential Smoothing forecasted value of Unipar Carbocloro SA on the next trading day is expected to be 52.33 with a mean absolute deviation of 0.77 and the sum of the absolute errors of 46.27. Unipar Preferred Stock Forecast is based on your current time horizon.
Unipar |
Unipar Carbocloro Simple Exponential Smoothing Price Forecast For the 4th of December
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Unipar Carbocloro SA on the next trading day is expected to be 52.33 with a mean absolute deviation of 0.77, mean absolute percentage error of 1.43, and the sum of the absolute errors of 46.27.Please note that although there have been many attempts to predict Unipar Preferred 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 Unipar Carbocloro's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Unipar Carbocloro Preferred Stock Forecast Pattern
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Unipar Carbocloro Forecasted Value
In the context of forecasting Unipar Carbocloro's Preferred 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. Unipar Carbocloro's downside and upside margins for the forecasting period are 49.87 and 54.79, respectively. We have considered Unipar Carbocloro'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 Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Unipar Carbocloro preferred stock data series using in forecasting. Note that when a statistical model is used to represent Unipar Carbocloro preferred 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 | 116.6284 |
| Bias | Arithmetic mean of the errors | -0.1152 |
| MAD | Mean absolute deviation | 0.7712 |
| MAPE | Mean absolute percentage error | 0.0166 |
| SAE | Sum of the absolute errors | 46.27 |
Predictive Modules for Unipar Carbocloro
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Unipar Carbocloro. Regardless of method or technology, however, to accurately forecast the preferred stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the preferred 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 Unipar Carbocloro
For every potential investor in Unipar, whether a beginner or expert, Unipar Carbocloro's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Unipar Preferred Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Unipar. Basic forecasting techniques help filter out the noise by identifying Unipar Carbocloro's price trends.Unipar Carbocloro 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 Unipar Carbocloro preferred stock to make a market-neutral strategy. Peer analysis of Unipar Carbocloro could also be used in its relative valuation, which is a method of valuing Unipar Carbocloro by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Unipar Carbocloro Technical and Predictive Analytics
The preferred stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Unipar Carbocloro'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 Unipar Carbocloro's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Unipar Carbocloro Market Strength Events
Market strength indicators help investors to evaluate how Unipar Carbocloro preferred stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Unipar Carbocloro shares will generate the highest return on investment. By undertsting and applying Unipar Carbocloro preferred stock market strength indicators, traders can identify Unipar Carbocloro SA entry and exit signals to maximize returns.
Unipar Carbocloro Risk Indicators
The analysis of Unipar Carbocloro'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 Unipar Carbocloro's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting unipar preferred 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 | 1.65 | |||
| Semi Deviation | 1.96 | |||
| Standard Deviation | 2.43 | |||
| Variance | 5.93 | |||
| Downside Variance | 4.63 | |||
| Semi Variance | 3.84 | |||
| Expected Short fall | (1.95) |
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.
Also Currently Popular
Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.Additional Tools for Unipar Preferred Stock Analysis
When running Unipar Carbocloro's price analysis, check to measure Unipar Carbocloro's 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 Unipar Carbocloro is operating at the current time. Most of Unipar Carbocloro's value examination focuses on studying past and present price action to predict the probability of Unipar Carbocloro's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Unipar Carbocloro's price. Additionally, you may evaluate how the addition of Unipar Carbocloro to your portfolios can decrease your overall portfolio volatility.