Cyclo Therapeutics Stock Forecast - Naive Prediction

CYTHDelisted Stock  USD 0.72  0.06  9.09%   
The Naive Prediction forecasted value of Cyclo Therapeutics on the next trading day is expected to be 0.82 with a mean absolute deviation of 0.05 and the sum of the absolute errors of 2.79. Cyclo Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Cyclo Therapeutics' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for Cyclo Therapeutics is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Cyclo Therapeutics value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Cyclo Therapeutics Naive Prediction Price Forecast For the 29th of December

Given 90 days horizon, the Naive Prediction forecasted value of Cyclo Therapeutics on the next trading day is expected to be 0.82 with a mean absolute deviation of 0.05, mean absolute percentage error of 0, and the sum of the absolute errors of 2.79.
Please note that although there have been many attempts to predict Cyclo 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 Cyclo Therapeutics' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Cyclo Therapeutics Stock Forecast Pattern

Backtest Cyclo TherapeuticsCyclo Therapeutics Price PredictionBuy or Sell Advice 

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Cyclo Therapeutics stock data series using in forecasting. Note that when a statistical model is used to represent Cyclo Therapeutics 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 Criteria112.6416
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0458
MAPEMean absolute percentage error0.0567
SAESum of the absolute errors2.7921
This model is not at all useful as a medium-long range forecasting tool of Cyclo Therapeutics. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Cyclo Therapeutics. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Cyclo Therapeutics

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Cyclo Therapeutics. 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 Cyclo Therapeutics' 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
0.720.720.72
Details
Intrinsic
Valuation
LowRealHigh
0.680.680.79
Details

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

Cyclo Therapeutics Market Strength Events

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

Cyclo Therapeutics Risk Indicators

The analysis of Cyclo Therapeutics' 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 Cyclo Therapeutics' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting cyclo 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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Other Consideration for investing in Cyclo Stock

If you are still planning to invest in Cyclo Therapeutics 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 Cyclo Therapeutics' history and understand the potential risks before investing.
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