XP Selection Fund Forecast - Simple Regression

XPSF11 Fund  BRL 5.91  0.15  2.48%   
The Simple Regression forecasted value of XP Selection Fundo on the next trading day is expected to be 6.19 with a mean absolute deviation of 0.1 and the sum of the absolute errors of 6.01. XPSF11 Fund Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast XP Selection stock prices and determine the direction of XP Selection Fundo's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of XP Selection'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 XP Selection 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.

XP Selection Simple Regression Price Forecast For the 14th of December 2024

Given 90 days horizon, the Simple Regression forecasted value of XP Selection Fundo on the next trading day is expected to be 6.19 with a mean absolute deviation of 0.1, mean absolute percentage error of 0.02, and the sum of the absolute errors of 6.01.
Please note that although there have been many attempts to predict XPSF11 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 XP Selection's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

XP Selection Fund Forecast Pattern

XP Selection Forecasted Value

In the context of forecasting XP Selection'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. XP Selection's downside and upside margins for the forecasting period are 5.14 and 7.24, respectively. We have considered XP Selection'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
5.91
6.19
Expected Value
7.24
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 XP Selection fund data series using in forecasting. Note that when a statistical model is used to represent XP Selection 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 Criteria114.0417
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0985
MAPEMean absolute percentage error0.0151
SAESum of the absolute errors6.0083
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 XP Selection Fundo 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 XP Selection

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as XP Selection Fundo. 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
4.875.916.95
Details
Intrinsic
Valuation
LowRealHigh
4.595.636.67
Details

Other Forecasting Options for XP Selection

For every potential investor in XPSF11, whether a beginner or expert, XP Selection's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. XPSF11 Fund price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in XPSF11. Basic forecasting techniques help filter out the noise by identifying XP Selection's price trends.

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

XP Selection Fundo 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 XP Selection'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 XP Selection's current price.

XP Selection Market Strength Events

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

XP Selection Risk Indicators

The analysis of XP Selection'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 XP Selection's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting xpsf11 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 XPSF11 Fund

XP Selection financial ratios help investors to determine whether XPSF11 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 XPSF11 with respect to the benefits of owning XP Selection security.
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