Foschini Stock Forecast - Triple Exponential Smoothing

TFG Stock   17,445  148.00  0.86%   
The Triple Exponential Smoothing forecasted value of Foschini Group on the next trading day is expected to be 17,573 with a mean absolute deviation of 242.05 and the sum of the absolute errors of 14,281. Foschini Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Foschini stock prices and determine the direction of Foschini Group's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Foschini's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Triple exponential smoothing for Foschini - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Foschini prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any trend in Foschini price movement. However, neither of these exponential smoothing models address any seasonality of Foschini Group.

Foschini Triple Exponential Smoothing Price Forecast For the 5th of December

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Foschini Group on the next trading day is expected to be 17,573 with a mean absolute deviation of 242.05, mean absolute percentage error of 100,672, and the sum of the absolute errors of 14,281.
Please note that although there have been many attempts to predict Foschini 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 Foschini's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Foschini Stock Forecast Pattern

Backtest FoschiniFoschini Price PredictionBuy or Sell Advice 

Foschini Forecasted Value

In the context of forecasting Foschini'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. Foschini's downside and upside margins for the forecasting period are 17,571 and 17,575, respectively. We have considered Foschini'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
17,445
17,571
Downside
17,573
Expected Value
17,575
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Foschini stock data series using in forecasting. Note that when a statistical model is used to represent Foschini 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 CriteriaHuge
BiasArithmetic mean of the errors -40.7106
MADMean absolute deviation242.052
MAPEMean absolute percentage error0.0156
SAESum of the absolute errors14281.0675
As with simple exponential smoothing, in triple exponential smoothing models past Foschini observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Foschini Group observations.

Predictive Modules for Foschini

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Foschini Group. 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
17,44317,44517,447
Details
Intrinsic
Valuation
LowRealHigh
13,86613,86819,190
Details
Bollinger
Band Projection (param)
LowMiddleHigh
16,10816,76017,412
Details

Other Forecasting Options for Foschini

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

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

Foschini Group 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 Foschini'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 Foschini's current price.

Foschini Market Strength Events

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

Foschini Risk Indicators

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

Other Information on Investing in Foschini Stock

Foschini financial ratios help investors to determine whether Foschini Stock 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 Foschini with respect to the benefits of owning Foschini security.