Castello Branco Fund Forecast - Simple Regression

CBOP11 Fund  BRL 24.44  0.64  2.69%   
The Simple Regression forecasted value of Castello Branco Off on the next trading day is expected to be 24.10 with a mean absolute deviation of 0.71 and the sum of the absolute errors of 43.49. Castello Fund Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Castello Branco stock prices and determine the direction of Castello Branco Off's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Castello Branco's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through Castello Branco 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.

Castello Branco Simple Regression Price Forecast For the 2nd of December

Given 90 days horizon, the Simple Regression forecasted value of Castello Branco Off on the next trading day is expected to be 24.10 with a mean absolute deviation of 0.71, mean absolute percentage error of 0.66, and the sum of the absolute errors of 43.49.
Please note that although there have been many attempts to predict Castello Fund 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 Castello Branco's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Castello Branco Fund Forecast Pattern

Backtest Castello BrancoCastello Branco Price PredictionBuy or Sell Advice 

Castello Branco Forecasted Value

In the context of forecasting Castello Branco's Fund 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. Castello Branco's downside and upside margins for the forecasting period are 22.27 and 25.93, respectively. We have considered Castello Branco'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
24.44
24.10
Expected Value
25.93
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 Castello Branco fund data series using in forecasting. Note that when a statistical model is used to represent Castello Branco fund, 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 Criteria117.696
BiasArithmetic mean of the errors None
MADMean absolute deviation0.713
MAPEMean absolute percentage error0.0279
SAESum of the absolute errors43.4937
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 Castello Branco Off 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 Castello Branco

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Castello Branco Off. Regardless of method or technology, however, to accurately forecast the fund market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the fund 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
0.000.001.78
Details
Intrinsic
Valuation
LowRealHigh
0.000.001.78
Details
Bollinger
Band Projection (param)
LowMiddleHigh
23.2624.8526.43
Details

Other Forecasting Options for Castello Branco

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

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

Castello Branco Off Technical and Predictive Analytics

The fund market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Castello Branco'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 Castello Branco's current price.

Castello Branco Market Strength Events

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

Castello Branco Risk Indicators

The analysis of Castello Branco'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 Castello Branco's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting castello fund 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.

Other Information on Investing in Castello Fund

Castello Branco financial ratios help investors to determine whether Castello Fund is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Castello with respect to the benefits of owning Castello Branco security.
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