Anglo American Stock Forecast - Simple Regression

NGLB Stock  EUR 29.85  1.33  4.66%   
The Simple Regression forecasted value of Anglo American plc on the next trading day is expected to be 29.38 with a mean absolute deviation of 1.13 and the sum of the absolute errors of 69.03. Anglo Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Anglo American's 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 Anglo American 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.

Anglo American Simple Regression Price Forecast For the 2nd of December

Given 90 days horizon, the Simple Regression forecasted value of Anglo American plc on the next trading day is expected to be 29.38 with a mean absolute deviation of 1.13, mean absolute percentage error of 1.83, and the sum of the absolute errors of 69.03.
Please note that although there have been many attempts to predict Anglo 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 Anglo American's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Anglo American Stock Forecast Pattern

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Anglo American Forecasted Value

In the context of forecasting Anglo American'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. Anglo American's downside and upside margins for the forecasting period are 27.00 and 31.76, respectively. We have considered Anglo American'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
29.85
29.38
Expected Value
31.76
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 Anglo American stock data series using in forecasting. Note that when a statistical model is used to represent Anglo American 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 Criteria118.7129
BiasArithmetic mean of the errors None
MADMean absolute deviation1.1317
MAPEMean absolute percentage error0.0413
SAESum of the absolute errors69.0317
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 Anglo American plc 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 Anglo American

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Anglo American plc. 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
27.4729.8532.23
Details
Intrinsic
Valuation
LowRealHigh
21.1723.5532.84
Details
Bollinger
Band Projection (param)
LowMiddleHigh
27.3128.6329.96
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Anglo American. Your research has to be compared to or analyzed against Anglo American's peers to derive any actionable benefits. When done correctly, Anglo American'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 Anglo American plc.

Other Forecasting Options for Anglo American

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

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

Anglo American plc 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 Anglo American'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 Anglo American's current price.

Anglo American Market Strength Events

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

Anglo American Risk Indicators

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

Currently Active Assets on Macroaxis

Other Information on Investing in Anglo Stock

Anglo American financial ratios help investors to determine whether Anglo 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 Anglo with respect to the benefits of owning Anglo American security.