Pepkor Holdings Stock Forecast - Simple Regression

PPH Stock   2,978  43.00  1.47%   
The Simple Regression forecasted value of Pepkor Holdings on the next trading day is expected to be 2,792 with a mean absolute deviation of 149.26 and the sum of the absolute errors of 9,105. Pepkor Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Pepkor Holdings stock prices and determine the direction of Pepkor Holdings's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Pepkor Holdings' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through Pepkor Holdings price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Pepkor Holdings Simple Regression Price Forecast For the 24th of December

Given 90 days horizon, the Simple Regression forecasted value of Pepkor Holdings on the next trading day is expected to be 2,792 with a mean absolute deviation of 149.26, mean absolute percentage error of 28,426, and the sum of the absolute errors of 9,105.
Please note that although there have been many attempts to predict Pepkor 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 Pepkor Holdings' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Pepkor Holdings Stock Forecast Pattern

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Pepkor Holdings Forecasted Value

In the context of forecasting Pepkor Holdings' 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. Pepkor Holdings' downside and upside margins for the forecasting period are 2,791 and 2,793, respectively. We have considered Pepkor Holdings' 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
2,978
2,792
Expected Value
2,793
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Pepkor Holdings stock data series using in forecasting. Note that when a statistical model is used to represent Pepkor Holdings 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 Criteria128.3656
BiasArithmetic mean of the errors None
MADMean absolute deviation149.2588
MAPEMean absolute percentage error0.0611
SAESum of the absolute errors9104.7869
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Pepkor Holdings historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Pepkor Holdings

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Pepkor Holdings. 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
2,9772,9782,979
Details
Intrinsic
Valuation
LowRealHigh
2,6803,2863,287
Details

Other Forecasting Options for Pepkor Holdings

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

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

Pepkor Holdings 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 Pepkor Holdings' 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 Pepkor Holdings' current price.

Pepkor Holdings Market Strength Events

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

Pepkor Holdings Risk Indicators

The analysis of Pepkor Holdings' 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 Pepkor Holdings' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting pepkor 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 Pepkor Stock

Pepkor Holdings financial ratios help investors to determine whether Pepkor 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 Pepkor with respect to the benefits of owning Pepkor Holdings security.