Er Therapeutics Stock Forecast - Double Exponential Smoothing

PNGM Stock  USD 0.0001  0.00  0.00%   
The Double Exponential Smoothing forecasted value of Er Therapeutics on the next trading day is expected to be 0.0001 with a mean absolute deviation of 0.00 and the sum of the absolute errors of 0.00. PNGM Stock Forecast is based on your current time horizon. Although Er Therapeutics' naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Er Therapeutics' systematic risk associated with finding meaningful patterns of Er Therapeutics fundamentals over time.
  
At this time, Er Therapeutics' Other Current Liabilities is very stable compared to the past year. As of the 12th of December 2024, Accounts Payable is likely to grow to about 387 K, while Total Current Liabilities is likely to drop about 308.4 K.
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for Er Therapeutics works best with periods where there are trends or seasonality.

Er Therapeutics Double Exponential Smoothing Price Forecast For the 13th of December 2024

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Er Therapeutics on the next trading day is expected to be 0.0001 with a mean absolute deviation of 0.00, mean absolute percentage error of 0.00, and the sum of the absolute errors of 0.00.
Please note that although there have been many attempts to predict PNGM 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 Er Therapeutics' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Er Therapeutics Stock Forecast Pattern

Backtest Er TherapeuticsEr Therapeutics Price PredictionBuy or Sell Advice 

Er Therapeutics Forecasted Value

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

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Er Therapeutics stock data series using in forecasting. Note that when a statistical model is used to represent Er 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 CriteriaHuge
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0
MAPEMean absolute percentage error0.0
SAESum of the absolute errors0.0
When Er Therapeutics 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 Er Therapeutics trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent Er Therapeutics observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Er 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 Er 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.
Hype
Prediction
LowEstimatedHigh
0.000.00010.00
Details
Intrinsic
Valuation
LowRealHigh
0.000.0000840.00
Details
Bollinger
Band Projection (param)
LowMiddleHigh
0.00010.00010.0001
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Er Therapeutics. Your research has to be compared to or analyzed against Er Therapeutics' peers to derive any actionable benefits. When done correctly, Er Therapeutics' competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Er Therapeutics.

Other Forecasting Options for Er Therapeutics

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

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

Er Therapeutics Technical and Predictive Analytics

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

Er Therapeutics Market Strength Events

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

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When determining whether Er Therapeutics is a strong investment it is important to analyze Er Therapeutics' competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact Er Therapeutics' future performance. For an informed investment choice regarding PNGM Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of Er Therapeutics to cross-verify your projections.
To learn how to invest in PNGM Stock, please use our How to Invest in Er Therapeutics guide.
You can also try the Pair Correlation module to compare performance and examine fundamental relationship between any two equity instruments.
Is Diversified Metals & Mining space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Er Therapeutics. If investors know PNGM will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Er Therapeutics listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Return On Assets
(0.95)
The market value of Er Therapeutics is measured differently than its book value, which is the value of PNGM that is recorded on the company's balance sheet. Investors also form their own opinion of Er Therapeutics' value that differs from its market value or its book value, called intrinsic value, which is Er Therapeutics' true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Er Therapeutics' market value can be influenced by many factors that don't directly affect Er Therapeutics' underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Er Therapeutics' value and its price as these two are different measures arrived at by different means. Investors typically determine if Er Therapeutics is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Er Therapeutics' price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.