Pharmadrug Pink Sheet Forecast - Triple Exponential Smoothing

LMLLF Stock  USD 0.01  0.0006  5.56%   
Pharmadrug Pink Sheet outlook is based on your current time horizon. We recommend always using this module together with an analysis of Pharmadrug's historical fundamentals, such as revenue growth or operating cash flow patterns.
As of 27th of January 2026, The relative strength index (RSI) of Pharmadrug's share price is at 50. This indicates that the pink sheet is in nutural position, most likellhy at or near its resistance level. The main idea of RSI analysis is to track how fast people are buying or selling Pharmadrug, making its price go up or down.

Momentum 50

 Impartial

 
Oversold
 
Overbought
The successful prediction of Pharmadrug's future price could yield a significant profit. Please, note that this module is not intended to be used solely to calculate an intrinsic value of Pharmadrug and does not consider all of the tangible or intangible factors available from Pharmadrug's fundamental data. We analyze noise-free headlines and recent hype associated with Pharmadrug, which may create opportunities for some arbitrage if properly timed.
Using Pharmadrug hype-based prediction, you can estimate the value of Pharmadrug from the perspective of Pharmadrug response to recently generated media hype and the effects of current headlines on its competitors.
The Triple Exponential Smoothing forecasted value of Pharmadrug on the next trading day is expected to be 0.01 with a mean absolute deviation of 0 and the sum of the absolute errors of 0.09.

Pharmadrug after-hype prediction price

    
  USD 0.01  
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as pink sheet price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
  
Check out Historical Fundamental Analysis of Pharmadrug to cross-verify your projections.

Pharmadrug Additional Predictive Modules

Most predictive techniques to examine Pharmadrug price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Pharmadrug using various technical indicators. When you analyze Pharmadrug charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.
Triple exponential smoothing for Pharmadrug - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Pharmadrug 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 trend in Pharmadrug price movement. However, neither of these exponential smoothing models address any seasonality of Pharmadrug.

Pharmadrug Triple Exponential Smoothing Price Forecast For the 28th of January

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Pharmadrug on the next trading day is expected to be 0.01 with a mean absolute deviation of 0, mean absolute percentage error of 0.00000418, and the sum of the absolute errors of 0.09.
Please note that although there have been many attempts to predict Pharmadrug 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 Pharmadrug's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Pharmadrug Pink Sheet Forecast Pattern

Backtest Pharmadrug  Pharmadrug Price Prediction  Buy or Sell Advice  

Pharmadrug Forecasted Value

In the context of forecasting Pharmadrug'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. Pharmadrug's downside and upside margins for the forecasting period are 0.0001 and 17.54, respectively. We have considered Pharmadrug'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
0.01
0.0001
Downside
0.01
Expected Value
17.54
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Pharmadrug pink sheet data series using in forecasting. Note that when a statistical model is used to represent Pharmadrug 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 CriteriaHuge
BiasArithmetic mean of the errors -1.0E-4
MADMean absolute deviation0.0015
MAPEMean absolute percentage error0.1299
SAESum of the absolute errors0.0898
As with simple exponential smoothing, in triple exponential smoothing models past Pharmadrug observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Pharmadrug observations.

Predictive Modules for Pharmadrug

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Pharmadrug. 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
0.000.0117.54
Details
Intrinsic
Valuation
LowRealHigh
0.000.0117.54
Details

Pharmadrug After-Hype Price Density Analysis

As far as predicting the price of Pharmadrug at your current risk attitude, this probability distribution graph shows the chance that the prediction will fall between or within a specific range. We use this chart to confirm that your returns on investing in Pharmadrug or, for that matter, your successful expectations of its future price, cannot be replicated consistently. Please note, a large amount of money has been lost over the years by many investors who confused the symmetrical distributions of Pink Sheet prices, such as prices of Pharmadrug, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

Pharmadrug Estimiated After-Hype Price Volatility

In the context of predicting Pharmadrug's pink sheet value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Pharmadrug's historical news coverage. Pharmadrug's after-hype downside and upside margins for the prediction period are 0.00 and 17.54, respectively. We have considered Pharmadrug's daily market price in relation to the headlines to evaluate this method's predictive performance. Remember, however, there is no scientific proof or empirical evidence that news-based prediction models outperform traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
0.01
0.01
After-hype Price
17.54
Upside
Pharmadrug is out of control at this time. Analysis and calculation of next after-hype price of Pharmadrug is based on 3 months time horizon.

Pharmadrug Pink Sheet Price Outlook Analysis

Have you ever been surprised when a price of a Company such as Pharmadrug is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Pharmadrug backward and forwards among themselves. Have you ever observed a lot of a particular company's price movement is driven by press releases or news about the company that has nothing to do with actual earnings? Usually, hype to individual companies acts as price momentum. If not enough favorable publicity is forthcoming, the Pink Sheet price eventually runs out of speed. So, the rule of thumb here is that as long as this news hype has nothing to do with immediate earnings, you should pay more attention to it. If you see this tendency with Pharmadrug, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  1.90 
17.53
  0.02 
 0.00  
2 Events / Month
0 Events / Month
In a few days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
0.01
0.01
12.28 
162,315  
Notes

Pharmadrug Hype Timeline

Pharmadrug is now traded for 0.01. The entity has historical hype elasticity of -0.02, and average elasticity to hype of competition of 0.0. Pharmadrug is expected to decline in value after the next headline, with the price expected to drop to 0.01. The average volatility of media hype impact on the company price is over 100%. The price reduction on the next news is expected to be -12.28%, whereas the daily expected return is now at 1.9%. The volatility of related hype on Pharmadrug is about 2014942.53%, with the expected price after the next announcement by competition of 0.01. The company has price-to-book ratio of 0.55. Typically companies with comparable Price to Book (P/B) are able to outperform the market in the long run. Pharmadrug recorded a loss per share of 0.01. The entity had not issued any dividends in recent years. The firm had 1:20 split on the 2nd of August 2016. Assuming the 90 days horizon the next expected press release will be in a few days.
Check out Historical Fundamental Analysis of Pharmadrug to cross-verify your projections.

Pharmadrug Related Hype Analysis

Having access to credible news sources related to Pharmadrug's direct competition is more important than ever and may enhance your ability to predict Pharmadrug's future price movements. Getting to know how Pharmadrug's peers react to changing market sentiment, related social signals, and mainstream news is a great way to find investing opportunities and time the market. The summary table below summarizes the essential lagging indicators that can help you analyze how Pharmadrug may potentially react to the hype associated with one of its peers.
Hype
Elasticity
News
Density
Semi
Deviation
Information
Ratio
Potential
Upside
Value
At Risk
Maximum
Drawdown
RAFARafarma Pharmaceuticals 0.00 0 per month 7.32  0.04  21.21 (15.38) 62.50 
STHZFStateHouse Holdings 0.00 0 per month 0.00  0.13  0.00  0.00  9,950 
UBQUUbiquitech Software 0.00 0 per month 0.00  0.00  0.00  0.00  0.00 
BIOEBio Essence 0.00 0 per month 0.00 (0.08) 2.90 (9.84) 37.85 
RDDTFRadient Technologies 0.00 1 per month 0.00  0.00  0.00  0.00  0.00 
RVVTFRevive Therapeutics 0.00 0 per month 10.78  0.05  31.82 (22.22) 93.33 
CNGGFCann Group Limited 0.00 0 per month 0.00  0.09  5.00 (1.59) 265.50 
CPMDCannaPharmaRx(0.01)2 per month 13.20  0.08  38.46 (23.86) 159.29 
NRPRNutri Pharmaceuticals Research 0.00 0 per month 0.00  0  0.00 (12.16) 129.28 
TGIFF1933 Industries 0.00 0 per month 15.80  0.07  29.23 (30.11) 114.47 

Other Forecasting Options for Pharmadrug

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

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

Pharmadrug Market Strength Events

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

Pharmadrug Risk Indicators

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

Story Coverage note for Pharmadrug

The number of cover stories for Pharmadrug depends on current market conditions and Pharmadrug's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Pharmadrug is classified under. However, while its typical story may have numerous social followers, the rapid visibility can also attract short-sellers, who usually are skeptical about Pharmadrug's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

Other Macroaxis Stories

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Other Information on Investing in Pharmadrug Pink Sheet

Pharmadrug financial ratios help investors to determine whether Pharmadrug Pink Sheet is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Pharmadrug with respect to the benefits of owning Pharmadrug security.