Bion Environmental OTC Stock Forecast - Simple Regression

BNET Stock  USD 0.22  0.01  4.35%   
The Simple Regression forecasted value of Bion Environmental Technologies on the next trading day is expected to be 0.25 with a mean absolute deviation of 0.03 and the sum of the absolute errors of 1.65. Bion OTC Stock Forecast is based on your current time horizon.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through Bion Environmental price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Bion Environmental Simple Regression Price Forecast For the 2nd of December

Given 90 days horizon, the Simple Regression forecasted value of Bion Environmental Technologies on the next trading day is expected to be 0.25 with a mean absolute deviation of 0.03, mean absolute percentage error of 0.0009, and the sum of the absolute errors of 1.65.
Please note that although there have been many attempts to predict Bion 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 Bion Environmental's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Bion Environmental OTC Stock Forecast Pattern

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Bion Environmental Forecasted Value

In the context of forecasting Bion Environmental's OTC Stock 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. Bion Environmental's downside and upside margins for the forecasting period are 0 and 8.65, respectively. We have considered Bion Environmental'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
0.22
0.25
Expected Value
8.65
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Bion Environmental otc stock data series using in forecasting. Note that when a statistical model is used to represent Bion Environmental 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 Criteria111.1202
BiasArithmetic mean of the errors None
MADMean absolute deviation0.027
MAPEMean absolute percentage error0.1141
SAESum of the absolute errors1.6453
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Bion Environmental Technologies historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Bion Environmental

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Bion Environmental. 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 Bion Environmental'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
0.010.228.62
Details
Intrinsic
Valuation
LowRealHigh
0.010.208.60
Details

Other Forecasting Options for Bion Environmental

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

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

Bion Environmental Technical and Predictive Analytics

The otc stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Bion Environmental'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 Bion Environmental's current price.

Bion Environmental Market Strength Events

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

Bion Environmental Risk Indicators

The analysis of Bion Environmental'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 Bion Environmental's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting bion 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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Additional Tools for Bion OTC Stock Analysis

When running Bion Environmental's price analysis, check to measure Bion Environmental's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Bion Environmental is operating at the current time. Most of Bion Environmental's value examination focuses on studying past and present price action to predict the probability of Bion Environmental's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Bion Environmental's price. Additionally, you may evaluate how the addition of Bion Environmental to your portfolios can decrease your overall portfolio volatility.