DRDGOLD Limited Stock Forecast - Triple Exponential Smoothing

DRD Stock  USD 12.28  0.25  2.08%   
The Triple Exponential Smoothing forecasted value of DRDGOLD Limited ADR on the next trading day is expected to be 12.65 with a mean absolute deviation of 0.20 and the sum of the absolute errors of 11.97. DRDGOLD Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast DRDGOLD Limited stock prices and determine the direction of DRDGOLD Limited ADR's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of DRDGOLD Limited's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
The current year's Inventory Turnover is expected to grow to 19.16. The current year's Payables Turnover is expected to grow to 5.15. The current year's Net Income Applicable To Common Shares is expected to grow to about 1.5 B, whereas Common Stock Shares Outstanding is forecasted to decline to about 43.5 M.
Most investors in DRDGOLD Limited cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the DRDGOLD Limited's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets DRDGOLD Limited's price structures and extracts relationships that further increase the accuracy of the generated results. Triple exponential smoothing for DRDGOLD Limited - 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 DRDGOLD Limited 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 DRDGOLD Limited price movement. However, neither of these exponential smoothing models address any seasonality of DRDGOLD Limited ADR.

DRDGOLD Limited Triple Exponential Smoothing Price Forecast For the 22nd of October

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of DRDGOLD Limited ADR on the next trading day is expected to be 12.65 with a mean absolute deviation of 0.20, mean absolute percentage error of 0.08, and the sum of the absolute errors of 11.97.
Please note that although there have been many attempts to predict DRDGOLD 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 DRDGOLD Limited's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

DRDGOLD Limited Stock Forecast Pattern

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DRDGOLD Limited Forecasted Value

In the context of forecasting DRDGOLD Limited'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. DRDGOLD Limited's downside and upside margins for the forecasting period are 9.78 and 15.52, respectively. We have considered DRDGOLD Limited'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
12.28
12.65
Expected Value
15.52
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 DRDGOLD Limited stock data series using in forecasting. Note that when a statistical model is used to represent DRDGOLD Limited 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 -0.0171
MADMean absolute deviation0.2029
MAPEMean absolute percentage error0.0218
SAESum of the absolute errors11.9714
As with simple exponential smoothing, in triple exponential smoothing models past DRDGOLD Limited 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 DRDGOLD Limited ADR observations.

Predictive Modules for DRDGOLD Limited

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as DRDGOLD Limited 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of DRDGOLD Limited's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
9.4612.3315.20
Details
Intrinsic
Valuation
LowRealHigh
11.2114.0816.95
Details
Bollinger
Band Projection (param)
LowMiddleHigh
11.1911.9112.63
Details
1 Analysts
Consensus
LowTargetHigh
15.4717.0018.87
Details

Other Forecasting Options for DRDGOLD Limited

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

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 Risk & Return  Correlation

DRDGOLD Limited 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 DRDGOLD Limited'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 DRDGOLD Limited's current price.

DRDGOLD Limited Market Strength Events

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

DRDGOLD Limited Risk Indicators

The analysis of DRDGOLD Limited'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 DRDGOLD Limited's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting drdgold 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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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.
When determining whether DRDGOLD Limited ADR is a strong investment it is important to analyze DRDGOLD Limited's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact DRDGOLD Limited's future performance. For an informed investment choice regarding DRDGOLD Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of DRDGOLD Limited to cross-verify your projections.
You can also try the Global Correlations module to find global opportunities by holding instruments from different markets.
Is Metals & Mining space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of DRDGOLD Limited. If investors know DRDGOLD will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about DRDGOLD Limited listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth
(0.01)
Dividend Share
4
Earnings Share
0.87
Revenue Per Share
72.45
Quarterly Revenue Growth
0.149
The market value of DRDGOLD Limited ADR is measured differently than its book value, which is the value of DRDGOLD that is recorded on the company's balance sheet. Investors also form their own opinion of DRDGOLD Limited's value that differs from its market value or its book value, called intrinsic value, which is DRDGOLD Limited's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because DRDGOLD Limited's market value can be influenced by many factors that don't directly affect DRDGOLD Limited's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between DRDGOLD Limited's value and its price as these two are different measures arrived at by different means. Investors typically determine if DRDGOLD Limited is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, DRDGOLD Limited's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.