SHOPRITE HDGS Stock Forecast - 4 Period Moving Average

HY7A Stock  EUR 15.00  0.10  0.66%   
The 4 Period Moving Average forecasted value of SHOPRITE HDGS ADR on the next trading day is expected to be 15.12 with a mean absolute deviation of 0.30 and the sum of the absolute errors of 17.00. SHOPRITE Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of SHOPRITE HDGS's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A four-period moving average forecast model for SHOPRITE HDGS ADR is based on an artificially constructed daily price series in which the value for a given day is replaced by the mean of that value and the values for four preceding and succeeding time periods. This model is best suited to forecast equities with high volatility.

SHOPRITE HDGS 4 Period Moving Average Price Forecast For the 23rd of December

Given 90 days horizon, the 4 Period Moving Average forecasted value of SHOPRITE HDGS ADR on the next trading day is expected to be 15.12 with a mean absolute deviation of 0.30, mean absolute percentage error of 0.14, and the sum of the absolute errors of 17.00.
Please note that although there have been many attempts to predict SHOPRITE 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 SHOPRITE HDGS's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

SHOPRITE HDGS Stock Forecast Pattern

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SHOPRITE HDGS Forecasted Value

In the context of forecasting SHOPRITE HDGS'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. SHOPRITE HDGS's downside and upside margins for the forecasting period are 13.23 and 17.02, respectively. We have considered SHOPRITE HDGS'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
15.00
15.12
Expected Value
17.02
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of SHOPRITE HDGS stock data series using in forecasting. Note that when a statistical model is used to represent SHOPRITE HDGS 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 Criteria108.8225
BiasArithmetic mean of the errors -0.0184
MADMean absolute deviation0.2982
MAPEMean absolute percentage error0.0196
SAESum of the absolute errors17.0
The four period moving average method has an advantage over other forecasting models in that it does smooth out peaks and troughs in a set of daily price observations of SHOPRITE HDGS. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for SHOPRITE HDGS ADR and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for SHOPRITE HDGS

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as SHOPRITE HDGS ADR. 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
13.1115.0016.89
Details
Intrinsic
Valuation
LowRealHigh
11.4613.3515.24
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as SHOPRITE HDGS. Your research has to be compared to or analyzed against SHOPRITE HDGS's peers to derive any actionable benefits. When done correctly, SHOPRITE HDGS'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 SHOPRITE HDGS ADR.

Other Forecasting Options for SHOPRITE HDGS

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

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

SHOPRITE HDGS ADR 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 SHOPRITE HDGS'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 SHOPRITE HDGS's current price.

SHOPRITE HDGS Market Strength Events

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

SHOPRITE HDGS Risk Indicators

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

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Other Information on Investing in SHOPRITE Stock

SHOPRITE HDGS financial ratios help investors to determine whether SHOPRITE 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 SHOPRITE with respect to the benefits of owning SHOPRITE HDGS security.