BB Seguridade Stock Forecast - 4 Period Moving Average

BBSE3 Stock  BRL 33.53  0.10  0.30%   
The 4 Period Moving Average forecasted value of BB Seguridade Participacoes on the next trading day is expected to be 33.52 with a mean absolute deviation of 0.32 and the sum of the absolute errors of 18.17. BBSE3 Stock Forecast is based on your current time horizon.
  
A four-period moving average forecast model for BB Seguridade Participacoes is based on an artificially constructed daily price series in which the value for a given day is replaced by the mean of that value and the values for four preceding and succeeding time periods. This model is best suited to forecast equities with high volatility.

BB Seguridade 4 Period Moving Average Price Forecast For the 2nd of December

Given 90 days horizon, the 4 Period Moving Average forecasted value of BB Seguridade Participacoes on the next trading day is expected to be 33.52 with a mean absolute deviation of 0.32, mean absolute percentage error of 0.16, and the sum of the absolute errors of 18.17.
Please note that although there have been many attempts to predict BBSE3 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 BB Seguridade's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

BB Seguridade Stock Forecast Pattern

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BB Seguridade Forecasted Value

In the context of forecasting BB Seguridade'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. BB Seguridade's downside and upside margins for the forecasting period are 32.70 and 34.35, respectively. We have considered BB Seguridade'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
33.53
33.52
Expected Value
34.35
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of BB Seguridade stock data series using in forecasting. Note that when a statistical model is used to represent BB Seguridade 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 Criteria108.9279
BiasArithmetic mean of the errors 0.1386
MADMean absolute deviation0.3188
MAPEMean absolute percentage error0.0092
SAESum of the absolute errors18.1725
The four period moving average method has an advantage over other forecasting models in that it does smooth out peaks and troughs in a set of daily price observations of BB Seguridade. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for BB Seguridade Participacoes and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for BB Seguridade

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as BB Seguridade Partic. 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.
Hype
Prediction
LowEstimatedHigh
32.7033.5334.36
Details
Intrinsic
Valuation
LowRealHigh
33.5334.3635.19
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as BB Seguridade. Your research has to be compared to or analyzed against BB Seguridade's peers to derive any actionable benefits. When done correctly, BB Seguridade'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 BB Seguridade Partic.

Other Forecasting Options for BB Seguridade

For every potential investor in BBSE3, whether a beginner or expert, BB Seguridade's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. BBSE3 Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in BBSE3. Basic forecasting techniques help filter out the noise by identifying BB Seguridade's price trends.

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

BB Seguridade Partic 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 BB Seguridade'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 BB Seguridade's current price.

BB Seguridade Market Strength Events

Market strength indicators help investors to evaluate how BB Seguridade stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading BB Seguridade shares will generate the highest return on investment. By undertsting and applying BB Seguridade stock market strength indicators, traders can identify BB Seguridade Participacoes entry and exit signals to maximize returns.

BB Seguridade Risk Indicators

The analysis of BB Seguridade'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 BB Seguridade's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting bbse3 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 BBSE3 Stock Analysis

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