Banco BTG Stock Forecast - Simple Regression
| BPAC3 Stock | BRL 40.58 2.06 5.35% |
The Simple Regression forecasted value of Banco BTG Pactual on the next trading day is expected to be 39.44 with a mean absolute deviation of 1.56 and the sum of the absolute errors of 96.84. Banco Stock Forecast is based on your current time horizon.
At this time the value of rsi of Banco BTG's share price is below 20 suggesting that the stock is significantly oversold. The fundamental principle of the Relative Strength Index (RSI) is to quantify the velocity at which market participants are driving the price of a financial instrument upwards or downwards. Momentum 0
Sell Peaked
Oversold | Overbought |
Using Banco BTG hype-based prediction, you can estimate the value of Banco BTG Pactual from the perspective of Banco BTG response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Regression forecasted value of Banco BTG Pactual on the next trading day is expected to be 39.44 with a mean absolute deviation of 1.56 and the sum of the absolute errors of 96.84. Banco BTG after-hype prediction price | BRL 40.58 |
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
Banco |
Banco BTG Additional Predictive Modules
Most predictive techniques to examine Banco price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Banco using various technical indicators. When you analyze Banco charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Banco BTG Simple Regression Price Forecast For the 25th of January
Given 90 days horizon, the Simple Regression forecasted value of Banco BTG Pactual on the next trading day is expected to be 39.44 with a mean absolute deviation of 1.56, mean absolute percentage error of 3.97, and the sum of the absolute errors of 96.84.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 BTG's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Banco BTG Stock Forecast Pattern
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Banco BTG Forecasted Value
In the context of forecasting Banco BTG'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 BTG's downside and upside margins for the forecasting period are 36.70 and 42.18, respectively. We have considered Banco BTG'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 Regression forecasting method's relative quality and the estimations of the prediction error of Banco BTG stock data series using in forecasting. Note that when a statistical model is used to represent Banco BTG 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 | 121.3265 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 1.562 |
| MAPE | Mean absolute percentage error | 0.0483 |
| SAE | Sum of the absolute errors | 96.8439 |
Predictive Modules for Banco BTG
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 BTG Pactual. 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.Banco BTG After-Hype Price Prediction Density Analysis
As far as predicting the price of Banco BTG at your current risk attitude, this probability distribution graph shows the chance that the prediction will fall between or within a specific range. We use this chart to confirm that your returns on investing in Banco BTG or, for that matter, your successful expectations of its future price, cannot be replicated consistently. Please note, a large amount of money has been lost over the years by many investors who confused the symmetrical distributions of Stock prices, such as prices of Banco BTG, with the unreliable approximations that try to describe financial returns.
Next price density |
| Expected price to next headline |
Banco BTG Estimiated After-Hype Price Volatility
In the context of predicting Banco BTG's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Banco BTG's historical news coverage. Banco BTG's after-hype downside and upside margins for the prediction period are 37.84 and 43.32, respectively. We have considered Banco BTG's daily market price in relation to the headlines to evaluate this method's predictive performance. Remember, however, there is no scientific proof or empirical evidence that news-based prediction models outperform traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
Banco BTG is very steady at this time. Analysis and calculation of next after-hype price of Banco BTG Pactual is based on 3 months time horizon.
Banco BTG Stock Price Prediction Analysis
Have you ever been surprised when a price of a Company such as Banco BTG is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Banco BTG backward and forwards among themselves. Have you ever observed a lot of a particular company's price movement is driven by press releases or news about the company that has nothing to do with actual earnings? Usually, hype to individual companies acts as price momentum. If not enough favorable publicity is forthcoming, the Stock price eventually runs out of speed. So, the rule of thumb here is that as long as this news hype has nothing to do with immediate earnings, you should pay more attention to it. If you see this tendency with Banco BTG, there might be something going there, and it might present an excellent short sale opportunity.
| Expected Return | Period Volatility | Hype Elasticity | Related Elasticity | News Density | Related Density | Expected Hype |
0.70 | 2.74 | 0.00 | 0.00 | 0 Events / Month | 0 Events / Month | In 5 to 10 days |
| Latest traded price | Expected after-news price | Potential return on next major news | Average after-hype volatility | ||
40.58 | 40.58 | 0.00 |
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Banco BTG Hype Timeline
Banco BTG Pactual is currently traded for 40.58on Sao Paulo Exchange of Brazil. The entity stock is not elastic to its hype. The average elasticity to hype of competition is 0.0. Banco is projected not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is insignificant. The immediate return on the next news is projected to be very small, whereas the daily expected return is currently at 0.7%. %. The volatility of related hype on Banco BTG is about 0.0%, with the expected price after the next announcement by competition of 40.58. About 84.0% of the company shares are held by company insiders. The book value of Banco BTG was currently reported as 3.26. The company last dividend was issued on the 5th of January 2023. Banco BTG Pactual had 4:1 split on the 1st of July 2021. Assuming the 90 days trading horizon the next projected press release will be in 5 to 10 days. Check out Historical Fundamental Analysis of Banco BTG to cross-verify your projections.Banco BTG Related Hype Analysis
Having access to credible news sources related to Banco BTG's direct competition is more important than ever and may enhance your ability to predict Banco BTG's future price movements. Getting to know how Banco BTG's peers react to changing market sentiment, related social signals, and mainstream news is a great way to find investing opportunities and time the market. The summary table below summarizes the essential lagging indicators that can help you analyze how Banco BTG may potentially react to the hype associated with one of its peers.
| HypeElasticity | NewsDensity | SemiDeviation | InformationRatio | PotentialUpside | ValueAt Risk | MaximumDrawdown | |||
| SANB11 | Banco Santander SA | 0.00 | 0 per month | 1.60 | 0.14 | 3.10 | (3.58) | 8.41 | |
| BBDC4 | Banco Bradesco SA | 0.00 | 0 per month | 1.53 | 0.13 | 2.97 | (2.76) | 9.20 | |
| BBDC3 | Banco Bradesco SA | 0.00 | 0 per month | 1.43 | 0.13 | 2.59 | (2.56) | 8.16 | |
| BBAS3 | Banco do Brasil | 0.00 | 0 per month | 1.62 | 0.1 | 3.05 | (2.73) | 10.12 | |
| SANB4 | Banco Santander SA | 0.00 | 0 per month | 1.31 | 0.18 | 3.13 | (2.59) | 8.78 | |
| ITSA4 | Itasa Investimentos | 0.00 | 0 per month | 0.86 | 0.24 | 2.76 | (1.59) | 6.99 | |
| ITSA3 | Itasa Investimentos | 0.00 | 0 per month | 1.61 | 0.19 | 3.14 | (2.40) | 14.75 | |
| B3SA3 | B3 SA | 0.00 | 0 per month | 1.92 | 0.16 | 3.87 | (2.85) | 11.09 | |
| BBSE3 | BB Seguridade Participacoes | 0.00 | 0 per month | 0.94 | 0.15 | 1.73 | (2.12) | 4.79 | |
| BRBI11 | BR Advisory Partners | 0.00 | 0 per month | 2.05 | (0.01) | 3.48 | (3.03) | 9.32 |
Other Forecasting Options for Banco BTG
For every potential investor in Banco, whether a beginner or expert, Banco BTG'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 BTG's price trends.Banco BTG 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 BTG stock to make a market-neutral strategy. Peer analysis of Banco BTG could also be used in its relative valuation, which is a method of valuing Banco BTG by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Banco BTG Market Strength Events
Market strength indicators help investors to evaluate how Banco BTG stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Banco BTG shares will generate the highest return on investment. By undertsting and applying Banco BTG stock market strength indicators, traders can identify Banco BTG Pactual entry and exit signals to maximize returns.
Banco BTG Risk Indicators
The analysis of Banco BTG'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 Banco BTG's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting banco 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 | 2.06 | |||
| Semi Deviation | 1.77 | |||
| Standard Deviation | 2.74 | |||
| Variance | 7.49 | |||
| Downside Variance | 6.18 | |||
| Semi Variance | 3.13 | |||
| Expected Short fall | (2.31) |
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.
Story Coverage note for Banco BTG
The number of cover stories for Banco BTG depends on current market conditions and Banco BTG's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Banco BTG is classified under. However, while its typical story may have numerous social followers, the rapid visibility can also attract short-sellers, who usually are skeptical about Banco BTG's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.
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Banco BTG Short Properties
Banco BTG's future price predictability will typically decrease when Banco BTG's long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of Banco BTG Pactual often depends not only on the future outlook of the potential Banco BTG's investors but also on the ongoing dynamics between investors with different trading styles. Because the market risk indicators may have small false signals, it is better to identify suitable times to hedge a portfolio using different long/short signals. Banco BTG's indicators that are reflective of the short sentiment are summarized in the table below.
| Common Stock Shares Outstanding | 11.5 B | |
| Cash And Short Term Investments | 17.6 B |
Additional Tools for Banco Stock Analysis
When running Banco BTG's price analysis, check to measure Banco BTG'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 BTG is operating at the current time. Most of Banco BTG's value examination focuses on studying past and present price action to predict the probability of Banco BTG'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 BTG's price. Additionally, you may evaluate how the addition of Banco BTG to your portfolios can decrease your overall portfolio volatility.