Polo Fundo Fund Forecast - 20 Period Moving Average

PLRI11 Fund  BRL 14.80  0.33  2.28%   
The 20 Period Moving Average forecasted value of Polo Fundo de on the next trading day is expected to be 14.56 with a mean absolute deviation of 1.30 and the sum of the absolute errors of 53.27. Polo Fund Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Polo Fundo stock prices and determine the direction of Polo Fundo de's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Polo Fundo's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A commonly used 20-period moving average forecast model for Polo Fundo de is based on a synthetically constructed Polo Fundodaily price series in which the value for a trading day is replaced by the mean of that value and the values for 20 of preceding and succeeding time periods. This model is best suited for price series data that changes over time.

Polo Fundo 20 Period Moving Average Price Forecast For the 1st of February

Given 90 days horizon, the 20 Period Moving Average forecasted value of Polo Fundo de on the next trading day is expected to be 14.56 with a mean absolute deviation of 1.30, mean absolute percentage error of 3.16, and the sum of the absolute errors of 53.27.
Please note that although there have been many attempts to predict Polo 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 Polo Fundo's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Polo Fundo Fund Forecast Pattern

Backtest Polo FundoPolo Fundo Price PredictionBuy or Sell Advice 

Polo Fundo Forecasted Value

In the context of forecasting Polo Fundo'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. Polo Fundo's downside and upside margins for the forecasting period are 7.17 and 21.96, respectively. We have considered Polo Fundo'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
14.80
14.56
Expected Value
21.96
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 20 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Polo Fundo fund data series using in forecasting. Note that when a statistical model is used to represent Polo Fundo 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 Criteria82.5026
BiasArithmetic mean of the errors -0.9961
MADMean absolute deviation1.2992
MAPEMean absolute percentage error0.0945
SAESum of the absolute errors53.2655
The eieght-period moving average method has an advantage over other forecasting models in that it does smooth out peaks and valleys in a set of daily observations. Polo Fundo de 20-period moving average forecast can only be used reliably to predict one or two periods into the future.

Predictive Modules for Polo Fundo

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Polo Fundo de. 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
7.0114.4721.93
Details
Intrinsic
Valuation
LowRealHigh
5.4912.9520.41
Details
Bollinger
Band Projection (param)
LowMiddleHigh
9.4113.2417.07
Details

Other Forecasting Options for Polo Fundo

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

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

Polo Fundo de 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 Polo Fundo'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 Polo Fundo's current price.

Polo Fundo Market Strength Events

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

Polo Fundo Risk Indicators

The analysis of Polo Fundo'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 Polo Fundo's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting polo 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 Polo Fund

Polo Fundo financial ratios help investors to determine whether Polo 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 Polo with respect to the benefits of owning Polo Fundo security.
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