Transmissora Aliana Preferred Stock Forecast - Simple Regression

TAEE4 Preferred Stock  BRL 11.45  0.09  0.79%   
The Simple Regression forecasted value of Transmissora Aliana de on the next trading day is expected to be 11.31 with a mean absolute deviation of 0.12 and the sum of the absolute errors of 7.58. Transmissora Preferred Stock Forecast is based on your current time horizon.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through Transmissora Aliana price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Transmissora Aliana Simple Regression Price Forecast For the 26th of November

Given 90 days horizon, the Simple Regression forecasted value of Transmissora Aliana de on the next trading day is expected to be 11.31 with a mean absolute deviation of 0.12, mean absolute percentage error of 0.02, and the sum of the absolute errors of 7.58.
Please note that although there have been many attempts to predict Transmissora 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 Transmissora Aliana's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Transmissora Aliana Preferred Stock Forecast Pattern

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Transmissora Aliana Forecasted Value

In the context of forecasting Transmissora Aliana'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. Transmissora Aliana's downside and upside margins for the forecasting period are 10.51 and 12.10, respectively. We have considered Transmissora Aliana'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.
Market Value
11.45
11.31
Expected Value
12.10
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Transmissora Aliana preferred stock data series using in forecasting. Note that when a statistical model is used to represent Transmissora Aliana 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.
AICAkaike Information Criteria114.2973
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1242
MAPEMean absolute percentage error0.0108
SAESum of the absolute errors7.5787
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Transmissora Aliana de historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Transmissora Aliana

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Transmissora Aliana. 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.
Hype
Prediction
LowEstimatedHigh
10.6311.4512.27
Details
Intrinsic
Valuation
LowRealHigh
10.3113.5714.39
Details
Bollinger
Band Projection (param)
LowMiddleHigh
11.3411.4211.50
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Transmissora Aliana. Your research has to be compared to or analyzed against Transmissora Aliana's peers to derive any actionable benefits. When done correctly, Transmissora Aliana's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Transmissora Aliana.

Other Forecasting Options for Transmissora Aliana

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

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

Transmissora Aliana 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 Transmissora Aliana'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 Transmissora Aliana's current price.

Transmissora Aliana Market Strength Events

Market strength indicators help investors to evaluate how Transmissora Aliana 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 Transmissora Aliana shares will generate the highest return on investment. By undertsting and applying Transmissora Aliana preferred stock market strength indicators, traders can identify Transmissora Aliana de entry and exit signals to maximize returns.

Transmissora Aliana Risk Indicators

The analysis of Transmissora Aliana'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 Transmissora Aliana's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting transmissora 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.
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 Transmissora Preferred Stock Analysis

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