Optimism Crypto Coin Forecast - Simple Regression

OP Crypto  USD 0.31  0.01  3.33%   
The Simple Regression forecasted value of Optimism on the next trading day is expected to be 0.28 with a mean absolute deviation of 0.03 and the sum of the absolute errors of 1.85. Optimism Crypto Coin Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Optimism crypto prices and determine the direction of Optimism's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Optimism's historical fundamentals, such as revenue growth or operating cash flow patterns.
At the present time the rsi of Optimism's share price is below 20 . This indicates that the crypto coin is significantly oversold. The fundamental principle of the Relative Strength Index (RSI) is to quantify the velocity at which market participants are driving the price of a financial instrument upwards or downwards.

Momentum 0

 Sell Peaked

 
Oversold
 
Overbought
The successful prediction of Optimism's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Optimism, which may create opportunities for some arbitrage if properly timed.
Using Optimism hype-based prediction, you can estimate the value of Optimism from the perspective of Optimism response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Regression forecasted value of Optimism on the next trading day is expected to be 0.28 with a mean absolute deviation of 0.03 and the sum of the absolute errors of 1.85.

Optimism after-hype prediction price

    
  .CC 0.31  
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 crypto price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
  
Check out Historical Fundamental Analysis of Optimism to cross-verify your projections.

Optimism Additional Predictive Modules

Most predictive techniques to examine Optimism price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Optimism using various technical indicators. When you analyze Optimism 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.
Simple Regression model is a single variable regression model that attempts to put a straight line through Optimism 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.

Optimism Simple Regression Price Forecast For the 24th of January

Given 90 days horizon, the Simple Regression forecasted value of Optimism on the next trading day is expected to be 0.28 with a mean absolute deviation of 0.03, mean absolute percentage error of 0, and the sum of the absolute errors of 1.85.
Please note that although there have been many attempts to predict Optimism Crypto Coin 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 Optimism's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Optimism Crypto Coin Forecast Pattern

Optimism Forecasted Value

In the context of forecasting Optimism's Crypto Coin 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. Optimism's downside and upside margins for the forecasting period are 0 and 6.37, respectively. We have considered Optimism'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
0.31
0.28
Expected Value
6.37
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 Optimism crypto coin data series using in forecasting. Note that when a statistical model is used to represent Optimism crypto coin, 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 Criteria113.2227
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0298
MAPEMean absolute percentage error0.0933
SAESum of the absolute errors1.8506
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 Optimism 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 Optimism

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Optimism. Regardless of method or technology, however, to accurately forecast the crypto coin market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the crypto coin 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 Optimism'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
0.020.316.39
Details
Intrinsic
Valuation
LowRealHigh
0.010.276.35
Details

Optimism After-Hype Price Prediction Density Analysis

As far as predicting the price of Optimism 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 Optimism 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 Crypto Coin prices, such as prices of Optimism, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

Optimism Estimiated After-Hype Price Volatility

In the context of predicting Optimism's crypto coin value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Optimism's historical news coverage. Optimism's after-hype downside and upside margins for the prediction period are 0.02 and 6.39, respectively. We have considered Optimism'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
0.31
0.31
After-hype Price
6.39
Upside
Optimism is unusually risky at this time. Analysis and calculation of next after-hype price of Optimism is based on 3 months time horizon.

Optimism Crypto Coin Price Prediction Analysis

Have you ever been surprised when a price of a Cryptocurrency such as Optimism is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Optimism 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 Crypto 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 Optimism, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.37 
6.08
 0.00  
 0.00  
2 Events / Month
1 Events / Month
In a few days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
0.31
0.31
0.00 
60,800  
Notes

Optimism Hype Timeline

Optimism is now traded for 0.31. This cryptocurrency is not elastic to its hype. The average crypto elasticity to the hype of similar coins is 0.0. Optimism is forecasted not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is over 100%. The immediate return on the next news is forecasted to be very small, whereas the daily expected return is now at -0.37%. %. The volatility of related hype on Optimism is about 1.05433526E7%, with the expected price after the next announcement by competition of 0.31. Assuming the 90 days horizon the next forecasted press release will be in a few days.
Check out Historical Fundamental Analysis of Optimism to cross-verify your projections.

Optimism Related Hype Analysis

Having access to credible news sources related to Optimism's direct competition is more important than ever and may enhance your ability to predict Optimism's future price movements. Getting to know how Optimism'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 Optimism may potentially react to the hype associated with one of its peers.

Other Forecasting Options for Optimism

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

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

Optimism Market Strength Events

Market strength indicators help investors to evaluate how Optimism crypto coin reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Optimism shares will generate the highest return on investment. By undertsting and applying Optimism crypto coin market strength indicators, traders can identify Optimism entry and exit signals to maximize returns.

Optimism Risk Indicators

The analysis of Optimism'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 Optimism's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting optimism crypto coin 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 Optimism

The number of cover stories for Optimism depends on current market conditions and Optimism's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Optimism 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 Optimism's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

Other Macroaxis Stories

Our audience includes start-ups and big corporations as well as marketing, public relation firms, and advertising agencies, including technology and finance journalists. Our platform and its news and story outlet are popular among finance students, amateur traders, self-guided investors, entrepreneurs, retirees and baby boomers, academic researchers, financial advisers, as well as professional money managers - a very diverse and influential demographic landscape united by one goal - build optimal investment portfolios
When determining whether Optimism offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Optimism's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Optimism Crypto.
Check out Historical Fundamental Analysis of Optimism to cross-verify your projections.
You can also try the Theme Ratings module to determine theme ratings based on digital equity recommendations. Macroaxis theme ratings are based on combination of fundamental analysis and risk-adjusted market performance.
Please note, there is a significant difference between Optimism's coin value and its market price as these two are different measures arrived at by different means. Cryptocurrency investors typically determine Optimism value by looking at such factors as its true mass adoption, usability, application, safety as well as its ability to resist fraud and manipulation. On the other hand, Optimism's price is the amount at which it trades on the cryptocurrency exchange or other digital marketplace that truly represents its supply and demand.