Arcutis Biotherapeutics Stock Forecast - Simple Regression

ARQT Stock  USD 26.20  0.45  1.69%   
Arcutis Stock outlook is based on your current time horizon.
At this time, the value of RSI of Arcutis Biotherapeutics' share price is approaching 45. This suggests that the stock is in nutural position, most likellhy at or near its support level. The main point of RSI analysis is to track how fast people are buying or selling Arcutis Biotherapeutics, making its price go up or down.

Momentum 45

 Impartial

 
Oversold
 
Overbought
The successful prediction of Arcutis Biotherapeutics' future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Arcutis Biotherapeutics, which may create opportunities for some arbitrage if properly timed.
Using Arcutis Biotherapeutics hype-based prediction, you can estimate the value of Arcutis Biotherapeutics from the perspective of Arcutis Biotherapeutics response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Regression forecasted value of Arcutis Biotherapeutics on the next trading day is expected to be 29.01 with a mean absolute deviation of 1.88 and the sum of the absolute errors of 114.73.

Arcutis Biotherapeutics after-hype prediction price

    
  USD 26.2  
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 stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
Check out Historical Fundamental Analysis of Arcutis Biotherapeutics to cross-verify your projections.
For more information on how to buy Arcutis Stock please use our How to Invest in Arcutis Biotherapeutics guide.

Arcutis Biotherapeutics Additional Predictive Modules

Most predictive techniques to examine Arcutis price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Arcutis using various technical indicators. When you analyze Arcutis 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 Arcutis Biotherapeutics 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.

Arcutis Biotherapeutics Simple Regression Price Forecast For the 27th of January

Given 90 days horizon, the Simple Regression forecasted value of Arcutis Biotherapeutics on the next trading day is expected to be 29.01 with a mean absolute deviation of 1.88, mean absolute percentage error of 4.69, and the sum of the absolute errors of 114.73.
Please note that although there have been many attempts to predict Arcutis 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 Arcutis Biotherapeutics' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Arcutis Biotherapeutics Stock Forecast Pattern

Backtest Arcutis Biotherapeutics  Arcutis Biotherapeutics Price Prediction  Buy or Sell Advice  

Arcutis Biotherapeutics Forecasted Value

In the context of forecasting Arcutis Biotherapeutics' 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. Arcutis Biotherapeutics' downside and upside margins for the forecasting period are 26.05 and 31.97, respectively. We have considered Arcutis Biotherapeutics' 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
26.20
29.01
Expected Value
31.97
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 Arcutis Biotherapeutics stock data series using in forecasting. Note that when a statistical model is used to represent Arcutis Biotherapeutics 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 Criteria119.6556
BiasArithmetic mean of the errors None
MADMean absolute deviation1.8808
MAPEMean absolute percentage error0.0687
SAESum of the absolute errors114.731
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 Arcutis Biotherapeutics 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 Arcutis Biotherapeutics

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Arcutis Biotherapeutics. 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
23.2426.2029.16
Details
Intrinsic
Valuation
LowRealHigh
19.4022.3628.82
Details
Bollinger
Band Projection (param)
LowMiddleHigh
25.0127.9530.89
Details

Arcutis Biotherapeutics After-Hype Price Density Analysis

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

Arcutis Biotherapeutics Estimiated After-Hype Price Volatility

In the context of predicting Arcutis Biotherapeutics' stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Arcutis Biotherapeutics' historical news coverage. Arcutis Biotherapeutics' after-hype downside and upside margins for the prediction period are 23.24 and 29.16, respectively. We have considered Arcutis Biotherapeutics' 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
26.20
26.20
After-hype Price
29.16
Upside
Arcutis Biotherapeutics is not too volatile at this time. Analysis and calculation of next after-hype price of Arcutis Biotherapeutics is based on 3 months time horizon.

Arcutis Biotherapeutics Stock Price Outlook Analysis

Have you ever been surprised when a price of a Company such as Arcutis Biotherapeutics is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Arcutis Biotherapeutics 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 Stock 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 Arcutis Biotherapeutics, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.12 
2.96
 0.00  
 0.00  
0 Events / Month
0 Events / Month
In 5 to 10 days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
26.20
26.20
0.00 
0.00  
Notes

Arcutis Biotherapeutics Hype Timeline

Arcutis Biotherapeutics is presently traded for 26.20. The entity stock is not elastic to its hype. The average elasticity to hype of competition is 0.0. Arcutis is projected not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is insignificant. The immediate return on the next news is projected to be very small, whereas the daily expected return is presently at 0.12%. %. The volatility of related hype on Arcutis Biotherapeutics is about 0.0%, with the expected price after the next announcement by competition of 26.20. About 98.0% of the company shares are held by institutions such as insurance companies. The company recorded a loss per share of 0.34. Arcutis Biotherapeutics had not issued any dividends in recent years. Given the investment horizon of 90 days the next projected press release will be in 5 to 10 days.
Check out Historical Fundamental Analysis of Arcutis Biotherapeutics to cross-verify your projections.
For more information on how to buy Arcutis Stock please use our How to Invest in Arcutis Biotherapeutics guide.

Arcutis Biotherapeutics Related Hype Analysis

Having access to credible news sources related to Arcutis Biotherapeutics' direct competition is more important than ever and may enhance your ability to predict Arcutis Biotherapeutics' future price movements. Getting to know how Arcutis Biotherapeutics' 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 Arcutis Biotherapeutics 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
TARSTarsus Pharmaceuticals 0.00 0 per month 1.86 (0.02) 3.78 (3.41) 10.59 
FOLDAmicus Therapeutics 0.00 0 per month 0.00  0.19  3.45 (1.31) 30.77 
TVTXTravere Therapeutics 0.00 0 per month 3.57  0  5.77 (5.47) 33.22 
ZLABZai Lab 0.00 0 per month 0.00 (0.24) 4.56 (4.03) 10.32 
LEGNLegend Biotech Corp 0.00 0 per month 0.00 (0.27) 3.83 (6.84) 19.65 
IRONDisc Medicine 0.00 0 per month 0.00 (0.1) 3.37 (4.35) 14.87 
CGONCG Oncology Common 0.00 0 per month 2.63  0.08  5.15 (4.40) 33.66 
CNTACentessa Pharmaceuticals PLC 0.00 0 per month 2.64 (0) 4.97 (4.08) 26.54 
XENEXenon Pharmaceuticals 0.00 0 per month 2.02 (0.03) 3.78 (2.71) 10.56 
CELCCelcuity LLC 0.00 0 per month 1.93  0.22  6.70 (2.92) 17.89 

Other Forecasting Options for Arcutis Biotherapeutics

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

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

Arcutis Biotherapeutics Market Strength Events

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

Arcutis Biotherapeutics Risk Indicators

The analysis of Arcutis Biotherapeutics' 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 Arcutis Biotherapeutics' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting arcutis 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.

Story Coverage note for Arcutis Biotherapeutics

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

Arcutis Biotherapeutics Short Properties

Arcutis Biotherapeutics' future price predictability will typically decrease when Arcutis Biotherapeutics' long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of Arcutis Biotherapeutics often depends not only on the future outlook of the potential Arcutis Biotherapeutics' investors but also on the ongoing dynamics between investors with different trading styles. Because the market risk indicators may have small false signals, it is better to identify suitable times to hedge a portfolio using different long/short signals. Arcutis Biotherapeutics' indicators that are reflective of the short sentiment are summarized in the table below.
Common Stock Shares Outstanding121 M
Cash And Short Term Investments228 M

Additional Tools for Arcutis Stock Analysis

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