Performa Real Fund Forecast - Naive Prediction

PEMA11 Fund   30.00  0.50  1.64%   
The Naive Prediction forecasted value of Performa Real Estate on the next trading day is expected to be 29.16 with a mean absolute deviation of 1.46 and the sum of the absolute errors of 88.93. Investors can use prediction functions to forecast Performa Real's fund prices and determine the direction of Performa Real Estate's future trends based on various well-known forecasting models. However, exclusively looking at the historical price movement is usually misleading.
  
A naive forecasting model for Performa Real is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Performa Real Estate 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.

Performa Real Naive Prediction Price Forecast For the 30th of November

Given 90 days horizon, the Naive Prediction forecasted value of Performa Real Estate on the next trading day is expected to be 29.16 with a mean absolute deviation of 1.46, mean absolute percentage error of 3.93, and the sum of the absolute errors of 88.93.
Please note that although there have been many attempts to predict Performa 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 Performa Real's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Performa Real Fund Forecast Pattern

Performa Real Forecasted Value

In the context of forecasting Performa Real'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. Performa Real's downside and upside margins for the forecasting period are 23.92 and 34.40, respectively. We have considered Performa Real'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
30.00
29.16
Expected Value
34.40
Upside

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 Performa Real fund data series using in forecasting. Note that when a statistical model is used to represent Performa Real 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 Criteria119.4798
BiasArithmetic mean of the errors None
MADMean absolute deviation1.4578
MAPEMean absolute percentage error0.0422
SAESum of the absolute errors88.9271
This model is not at all useful as a medium-long range forecasting tool of Performa Real Estate. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Performa Real. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Performa Real

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Performa Real Estate. 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.

Other Forecasting Options for Performa Real

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

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

Performa Real Estate 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 Performa Real'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 Performa Real's current price.

Performa Real Market Strength Events

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

Performa Real Risk Indicators

The analysis of Performa Real'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 Performa Real's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting performa 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.
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