Gem Diamonds Pink Sheet Forecast - Double Exponential Smoothing

GMDMF Stock  USD 0.11  0.00  0.00%   
The Double Exponential Smoothing forecasted value of Gem Diamonds Limited on the next trading day is expected to be 0.11 with a mean absolute deviation of 0 and the sum of the absolute errors of 0.12. Gem Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Gem Diamonds' 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 Gem Diamonds works best with periods where there are trends or seasonality.

Gem Diamonds Double Exponential Smoothing Price Forecast For the 2nd of December

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Gem Diamonds Limited on the next trading day is expected to be 0.11 with a mean absolute deviation of 0, mean absolute percentage error of 0.000075, and the sum of the absolute errors of 0.12.
Please note that although there have been many attempts to predict Gem 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 Gem Diamonds' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Gem Diamonds Pink Sheet Forecast Pattern

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Gem Diamonds Forecasted Value

In the context of forecasting Gem Diamonds' 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. Gem Diamonds' downside and upside margins for the forecasting period are 0 and 4.80, respectively. We have considered Gem Diamonds' 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
0.11
0.11
Expected Value
4.80
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 Gem Diamonds pink sheet data series using in forecasting. Note that when a statistical model is used to represent Gem Diamonds 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 0.0017
MADMean absolute deviation0.002
MAPEMean absolute percentage error0.015
SAESum of the absolute errors0.12
When Gem Diamonds 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 Gem Diamonds Limited 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 Gem Diamonds observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Gem Diamonds

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Gem Diamonds Limited. 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.
Hype
Prediction
LowEstimatedHigh
0.000.094.78
Details
Intrinsic
Valuation
LowRealHigh
0.010.114.80
Details

Other Forecasting Options for Gem Diamonds

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

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

Gem Diamonds Limited 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 Gem Diamonds' 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 Gem Diamonds' current price.

Gem Diamonds Market Strength Events

Market strength indicators help investors to evaluate how Gem Diamonds 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 Gem Diamonds shares will generate the highest return on investment. By undertsting and applying Gem Diamonds pink sheet market strength indicators, traders can identify Gem Diamonds Limited entry and exit signals to maximize returns.

Gem Diamonds Risk Indicators

The analysis of Gem Diamonds' 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 Gem Diamonds' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting gem 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 Gem Pink Sheet

Gem Diamonds financial ratios help investors to determine whether Gem 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 Gem with respect to the benefits of owning Gem Diamonds security.