Banco Bradesco Stock Forecast - Naive Prediction
| BBD Stock | USD 3.36 0.03 0.90% |
Banco Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Banco Bradesco stock prices and determine the direction of Banco Bradesco SA's future trends based on various well-known forecasting models. However, solely looking at the historical price movement is usually misleading. Macroaxis recommends to always use this module together with analysis of Banco Bradesco historical fundamentals such as revenue growth or operating cash flow patterns. Although Banco Bradesco naive historical forecasting may sometimes provide an important future outlook for the firm we recommend to always cross-verify it against solid analysis of Banco Bradesco SA systematic risk associated with finding meaningful patterns of Banco Bradesco fundamentals over time.
Check out Historical Fundamental Analysis of Banco Bradesco to cross-verify your projections. Banco |
Open Interest Against 2023-12-15 Banco Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Banco Bradesco's spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest Banco Bradesco's options reflect these daily shifts, investors could use the patterns of these changes to develop long and short trading strategies Banco Bradesco stock based on available contracts left at the end of a trading day.
Please note, to derive more accurate forecasting about market movement from the current Banco Bradesco's open interest, investors have to compare it to Banco Bradesco's spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of Banco Bradesco is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in Banco. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
Most investors in Banco Bradesco cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Banco Bradesco's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Banco Bradesco's price structures and extracts relationships that further increase the generated results' accuracy.
A naive forecasting model for Banco Bradesco is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Banco Bradesco SA value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period. Banco Bradesco Naive Prediction Price Forecast For the 5th of December
Given 90 days horizon, the Naive Prediction forecasted value of Banco Bradesco SA on the next trading day is expected to be 3.42 with a mean absolute deviation of 0.05, mean absolute percentage error of 0.004199, and the sum of the absolute errors of 3.17.Please note that although there have been many attempts to predict Banco 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 Banco Bradesco's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Banco Bradesco Stock Forecast Pattern
| Backtest Banco Bradesco | Banco Bradesco Price Prediction | Buy or Sell Advice |
Banco Bradesco Forecasted Value
In the context of forecasting Banco Bradesco'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. Banco Bradesco's downside and upside margins for the forecasting period are 1.54 and 5.30, respectively. We have considered Banco Bradesco'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 Banco Bradesco stock data series using in forecasting. Note that when a statistical model is used to represent Banco Bradesco 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 | 112.6377 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.052 |
| MAPE | Mean absolute percentage error | 0.0177 |
| SAE | Sum of the absolute errors | 3.1738 |
Predictive Modules for Banco Bradesco
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Banco Bradesco SA. Regardless of method or technology, however, to accurately forecast the stock or bond 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.Sophisticated investors, who have witnessed many market ups and downs, frequently view the market will even out over time. This tendency of Banco Bradesco's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy. Please use the tools below to analyze the current value of Banco Bradesco in the context of predictive analytics.
Other Forecasting Options for Banco Bradesco
For every potential investor in Banco, whether a beginner or expert, Banco Bradesco's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Banco Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Banco. Basic forecasting techniques help filter out the noise by identifying Banco Bradesco's price trends.Banco Bradesco 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 Banco Bradesco stock to make a market-neutral strategy. Peer analysis of Banco Bradesco could also be used in its relative valuation, which is a method of valuing Banco Bradesco by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Banco Bradesco SA 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 Banco Bradesco'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 Banco Bradesco's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Banco Bradesco Risk Indicators
The analysis of Banco Bradesco's basic risk indicators is one of the essential steps in helping accuretelly forecast its future price. The process involves identifying the amount of risk involved in Banco Bradesco's investment and either accepting that risk or mitigating it. Along with some funamental techniques of forecasting Banco Bradesco stock price, 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 | 1.6 | |||
| Semi Deviation | 1.75 | |||
| Standard Deviation | 1.95 | |||
| Variance | 3.8 | |||
| Downside Variance | 4.07 | |||
| Semi Variance | 3.07 | |||
| Expected Short fall | (1.85) |
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential stock investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.
Some investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. Unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards Banco Bradesco in the overall investment community. So, suppose investors can accurately measure the market's sentiment. In that case, they can use it for their benefit. For example, some tools to gauge market sentiment could be utilized using contrarian indexes, Banco Bradesco's short interest history, or implied volatility extrapolated from Banco Bradesco options trading.
Pair Trading with Banco Bradesco
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 Banco Bradesco 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 Banco Bradesco will appreciate offsetting losses from the drop in the long position's value.Moving together with Banco Stock
| + | 0.86 | PB | Prosperity Bancshares | Fiscal Quarter End 31st of December 2023 | PairCorr |
Moving against Banco Stock
| - | 0.55 | VBFC | Village Bank And | Fiscal Quarter End 31st of December 2023 | PairCorr |
The ability to find closely correlated positions to Banco Bradesco could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Banco Bradesco 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 Banco Bradesco - 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 Banco Bradesco SA to buy it.
The correlation of Banco Bradesco is a statistical measure of how it moves in relation to other equities. 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 Banco Bradesco moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Banco Bradesco SA 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 Banco Bradesco 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.Check out Historical Fundamental Analysis of Banco Bradesco to cross-verify your projections. Note that the Banco Bradesco SA information on this page should be used as a complementary analysis to other Banco Bradesco's statistical models used to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try the Volatility Analysis module to get historical volatility and risk analysis based on latest market data.
Complementary Tools for Banco Stock analysis
When running Banco Bradesco's price analysis, check to measure Banco Bradesco'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 Banco Bradesco is operating at the current time. Most of Banco Bradesco's value examination focuses on studying past and present price action to predict the probability of Banco Bradesco's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Banco Bradesco's price. Additionally, you may evaluate how the addition of Banco Bradesco to your portfolios can decrease your overall portfolio volatility.
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Is Banco Bradesco's industry expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Banco Bradesco. If investors know Banco will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Banco Bradesco listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth (0.36) | Dividend Share 0.052 | Earnings Share 0.24 | Revenue Per Share 6.276 | Quarterly Revenue Growth (0.28) |
The market value of Banco Bradesco SA is measured differently than its book value, which is the value of Banco that is recorded on the company's balance sheet. Investors also form their own opinion of Banco Bradesco's value that differs from its market value or its book value, called intrinsic value, which is Banco Bradesco's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Banco Bradesco's market value can be influenced by many factors that don't directly affect Banco Bradesco's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Banco Bradesco's value and its price as these two are different measures arrived at by different means. Investors typically determine if Banco Bradesco is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Banco Bradesco'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.