Bionoid Pharma Pink Sheet Forecast - Simple Exponential Smoothing

BINP Stock  USD 0.27  0.02  8.00%   
The Simple Exponential Smoothing forecasted value of Bionoid Pharma on the next trading day is expected to be 0.27 with a mean absolute deviation of 0.01 and the sum of the absolute errors of 0.71. Bionoid Pink Sheet Forecast is based on your current time horizon.
  
Bionoid Pharma simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for Bionoid Pharma are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Bionoid Pharma prices get older.

Bionoid Pharma Simple Exponential Smoothing Price Forecast For the 13th of December 2024

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Bionoid Pharma on the next trading day is expected to be 0.27 with a mean absolute deviation of 0.01, mean absolute percentage error of 0.0009, and the sum of the absolute errors of 0.71.
Please note that although there have been many attempts to predict Bionoid 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 Bionoid Pharma's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Bionoid Pharma Pink Sheet Forecast Pattern

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Bionoid Pharma Forecasted Value

In the context of forecasting Bionoid Pharma's 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. Bionoid Pharma's downside and upside margins for the forecasting period are 0 and 19.83, respectively. We have considered Bionoid Pharma'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
0.27
0.27
Expected Value
19.83
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Bionoid Pharma pink sheet data series using in forecasting. Note that when a statistical model is used to represent Bionoid Pharma 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 Criteria109.2138
BiasArithmetic mean of the errors -0.0016
MADMean absolute deviation0.0118
MAPEMean absolute percentage error0.0819
SAESum of the absolute errors0.7075
This simple exponential smoothing model begins by setting Bionoid Pharma forecast for the second period equal to the observation of the first period. In other words, recent Bionoid Pharma observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Bionoid Pharma

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Bionoid Pharma. 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
0.010.2719.83
Details
Intrinsic
Valuation
LowRealHigh
0.010.2319.79
Details

Other Forecasting Options for Bionoid Pharma

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

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

Bionoid Pharma 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 Bionoid Pharma'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 Bionoid Pharma's current price.

Bionoid Pharma Market Strength Events

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

Bionoid Pharma Risk Indicators

The analysis of Bionoid Pharma'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 Bionoid Pharma's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting bionoid 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.

Pair Trading with Bionoid Pharma

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Bionoid Pharma position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Bionoid Pharma will appreciate offsetting losses from the drop in the long position's value.
The ability to find closely correlated positions to Bionoid Pharma could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Bionoid Pharma when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Bionoid Pharma - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Bionoid Pharma to buy it.
The correlation of Bionoid Pharma is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Bionoid Pharma moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Bionoid Pharma moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Bionoid Pharma can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching

Additional Tools for Bionoid Pink Sheet Analysis

When running Bionoid Pharma's price analysis, check to measure Bionoid Pharma'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 Bionoid Pharma is operating at the current time. Most of Bionoid Pharma's value examination focuses on studying past and present price action to predict the probability of Bionoid Pharma's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Bionoid Pharma's price. Additionally, you may evaluate how the addition of Bionoid Pharma to your portfolios can decrease your overall portfolio volatility.