Rio Tinto Pink Sheet Forecast - Double Exponential Smoothing

RTNTF Stock  USD 74.63  0.19  0.26%   
The Double Exponential Smoothing forecasted value of Rio Tinto Group on the next trading day is expected to be 74.60 with a mean absolute deviation of 1.65 and the sum of the absolute errors of 97.45. Rio Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Rio Tinto's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for Rio Tinto works best with periods where there are trends or seasonality.

Rio Tinto Double Exponential Smoothing Price Forecast For the 28th of November

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Rio Tinto Group on the next trading day is expected to be 74.60 with a mean absolute deviation of 1.65, mean absolute percentage error of 5.08, and the sum of the absolute errors of 97.45.
Please note that although there have been many attempts to predict Rio Pink Sheet 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 Rio Tinto's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Rio Tinto Pink Sheet Forecast Pattern

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Rio Tinto Forecasted Value

In the context of forecasting Rio Tinto's Pink Sheet 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. Rio Tinto's downside and upside margins for the forecasting period are 71.91 and 77.29, respectively. We have considered Rio Tinto'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
74.63
74.60
Expected Value
77.29
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Rio Tinto pink sheet data series using in forecasting. Note that when a statistical model is used to represent Rio Tinto pink sheet, 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 -0.1397
MADMean absolute deviation1.6517
MAPEMean absolute percentage error0.0207
SAESum of the absolute errors97.4486
When Rio Tinto Group 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 Rio Tinto Group trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent Rio Tinto observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Rio Tinto

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Rio Tinto Group. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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 Rio Tinto'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
71.9474.6377.32
Details
Intrinsic
Valuation
LowRealHigh
62.5765.2682.09
Details
Bollinger
Band Projection (param)
LowMiddleHigh
72.6275.6778.71
Details

Other Forecasting Options for Rio Tinto

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

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 Risk & Return  Correlation

Rio Tinto Group Technical and Predictive Analytics

The pink sheet market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Rio Tinto'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 Rio Tinto's current price.

Rio Tinto Market Strength Events

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

Rio Tinto Risk Indicators

The analysis of Rio Tinto'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 Rio Tinto's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting rio pink sheet 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 Rio Pink Sheet

Rio Tinto financial ratios help investors to determine whether Rio Pink Sheet 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 Rio with respect to the benefits of owning Rio Tinto security.