Bio Path OTC Stock Forecast - 4 Period Moving Average

BPTHDelisted Stock  USD 0.19  0.01  5.00%   
The 4 Period Moving Average forecasted value of Bio Path Holdings on the next trading day is expected to be 0.18 with a mean absolute deviation of 0.09 and the sum of the absolute errors of 5.05. Bio OTC Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Bio Path's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A four-period moving average forecast model for Bio Path Holdings is based on an artificially constructed daily price series in which the value for a given day is replaced by the mean of that value and the values for four preceding and succeeding time periods. This model is best suited to forecast equities with high volatility.

Bio Path 4 Period Moving Average Price Forecast For the 26th of March

Given 90 days horizon, the 4 Period Moving Average forecasted value of Bio Path Holdings on the next trading day is expected to be 0.18 with a mean absolute deviation of 0.09, mean absolute percentage error of 0.03, and the sum of the absolute errors of 5.05.
Please note that although there have been many attempts to predict Bio 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 Bio Path's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Bio Path OTC Stock Forecast Pattern

JavaScript chart by amCharts 3.21.15Dec 3Dec 11Dec 19Dec 30Jan 8Jan 17Jan 28Feb 5Feb 13Mar 250.20.40.60.81.01.21.4
JavaScript chart by amCharts 3.21.15Bio Path Holdings Bio Path Holdings forecast
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Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Bio Path otc stock data series using in forecasting. Note that when a statistical model is used to represent Bio Path 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 Criteria107.1084
BiasArithmetic mean of the errors 0.0265
MADMean absolute deviation0.0886
MAPEMean absolute percentage error0.1957
SAESum of the absolute errors5.05
The four period moving average method has an advantage over other forecasting models in that it does smooth out peaks and troughs in a set of daily price observations of Bio Path. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for Bio Path Holdings and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for Bio Path

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Bio Path Holdings. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Bio Path'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
0.010.1915.89
Details
Intrinsic
Valuation
LowRealHigh
0.010.1815.88
Details

View Bio Path Related Equities

 Risk & Return  Correlation

Bio Path Market Strength Events

Market strength indicators help investors to evaluate how Bio Path 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 Bio Path shares will generate the highest return on investment. By undertsting and applying Bio Path otc stock market strength indicators, traders can identify Bio Path Holdings entry and exit signals to maximize returns.

Bio Path Risk Indicators

The analysis of Bio Path'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 Bio Path's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting bio 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.

Currently Active Assets on Macroaxis

Check out Trending Equities 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 estimate.
You can also try the Correlation Analysis module to reduce portfolio risk simply by holding instruments which are not perfectly correlated.

Other Consideration for investing in Bio OTC Stock

If you are still planning to invest in Bio Path Holdings 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 Bio Path's history and understand the potential risks before investing.
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