Fras Le Stock Forecast - 8 Period Moving Average

FRAS3 Stock  BRL 20.65  0.65  3.25%   
The 8 Period Moving Average forecasted value of Fras le SA on the next trading day is expected to be 20.64 with a mean absolute deviation of 0.42 and the sum of the absolute errors of 22.40. Fras Stock Forecast is based on your current time horizon.
  
An 8-period moving average forecast model for Fras Le is based on an artificially constructed time series of Fras Le daily prices in which the value for a trading day is replaced by the mean of that value and the values for 8 of preceding and succeeding time periods. This model is best suited for price series data that changes over time.

Fras Le 8 Period Moving Average Price Forecast For the 23rd of November

Given 90 days horizon, the 8 Period Moving Average forecasted value of Fras le SA on the next trading day is expected to be 20.64 with a mean absolute deviation of 0.42, mean absolute percentage error of 0.27, and the sum of the absolute errors of 22.40.
Please note that although there have been many attempts to predict Fras 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 Fras Le's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Fras Le Stock Forecast Pattern

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Fras Le Forecasted Value

In the context of forecasting Fras Le'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. Fras Le's downside and upside margins for the forecasting period are 19.31 and 21.96, respectively. We have considered Fras Le'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
20.65
20.64
Expected Value
21.96
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 8 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Fras Le stock data series using in forecasting. Note that when a statistical model is used to represent Fras Le 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.
AICAkaike Information Criteria102.1128
BiasArithmetic mean of the errors -0.0508
MADMean absolute deviation0.4227
MAPEMean absolute percentage error0.0199
SAESum of the absolute errors22.4037
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. Fras le SA 8-period moving average forecast can only be used reliably to predict one or two periods into the future.

Predictive Modules for Fras Le

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Fras le SA. 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.
Hype
Prediction
LowEstimatedHigh
18.7420.0021.26
Details
Intrinsic
Valuation
LowRealHigh
15.7517.0122.00
Details
Bollinger
Band Projection (param)
LowMiddleHigh
19.8721.4623.06
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Fras Le. Your research has to be compared to or analyzed against Fras Le's peers to derive any actionable benefits. When done correctly, Fras Le's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Fras le SA.

Other Forecasting Options for Fras Le

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

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

Fras le SA Technical and Predictive Analytics

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

Fras Le Market Strength Events

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

Fras Le Risk Indicators

The analysis of Fras Le'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 Fras Le's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting fras 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.
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.

Additional Tools for Fras Stock Analysis

When running Fras Le's price analysis, check to measure Fras Le'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 Fras Le is operating at the current time. Most of Fras Le's value examination focuses on studying past and present price action to predict the probability of Fras Le's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Fras Le's price. Additionally, you may evaluate how the addition of Fras Le to your portfolios can decrease your overall portfolio volatility.