Dr Foods OTC Stock Forecast - Double Exponential Smoothing

DRFSDelisted Stock  USD 0.04  0.00  0.00%   
The Double Exponential Smoothing forecasted value of Dr Foods on the next trading day is expected to be 0.04 with a mean absolute deviation of 0.01 and the sum of the absolute errors of 0.30. DRFS OTC Stock Forecast is based on your current time horizon.
  
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 Dr Foods works best with periods where there are trends or seasonality.

Dr Foods Double Exponential Smoothing Price Forecast For the 27th of February

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Dr Foods on the next trading day is expected to be 0.04 with a mean absolute deviation of 0.01, mean absolute percentage error of 0.000053, and the sum of the absolute errors of 0.30.
Please note that although there have been many attempts to predict DRFS OTC 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 Dr Foods' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Dr Foods OTC Stock Forecast Pattern

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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 Dr Foods otc stock data series using in forecasting. Note that when a statistical model is used to represent Dr Foods otc 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 3.0E-4
MADMean absolute deviation0.005
MAPEMean absolute percentage error0.1482
SAESum of the absolute errors0.2963
When Dr Foods 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 Dr Foods 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 Dr Foods observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Dr Foods

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Dr Foods. Regardless of method or technology, however, to accurately forecast the otc stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the otc 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
0.000.0423.03
Details
Intrinsic
Valuation
LowRealHigh
0.000.0323.02
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Dr Foods. Your research has to be compared to or analyzed against Dr Foods' peers to derive any actionable benefits. When done correctly, Dr Foods' 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 Dr Foods.

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

Dr Foods Market Strength Events

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

Dr Foods Risk Indicators

The analysis of Dr Foods' 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 Dr Foods' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting drfs otc 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.

Thematic Opportunities

Explore Investment Opportunities

Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
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Check out Investing Opportunities to better understand how to build diversified portfolios. Also, note that the market value of any otc stock could be closely tied with the direction of predictive economic indicators such as signals in census.
Note that the Dr Foods information on this page should be used as a complementary analysis to other Dr Foods' statistical models used to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try the Price Ceiling Movement module to calculate and plot Price Ceiling Movement for different equity instruments.

Other Consideration for investing in DRFS OTC Stock

If you are still planning to invest in Dr Foods check if it may still be traded through OTC markets such as Pink Sheets or OTC Bulletin Board. You may also purchase it directly from the company, but this is not always possible and may require contacting the company directly. Please note that delisted stocks are often considered to be more risky investments, as they are no longer subject to the same regulatory and reporting requirements as listed stocks. Therefore, it is essential to carefully research the Dr Foods' history and understand the potential risks before investing.
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