Mullen Stock Forward View - Triple Exponential Smoothing

MTL Stock  CAD 16.60  0.52  3.23%   
Mullen Stock outlook is based on your current time horizon. Although Mullen's naive historical forecasting may sometimes provide an important future outlook for the firm, we suggest always cross-verifying it against solid analysis of Mullen's systematic risk associated with finding meaningful patterns of Mullen fundamentals over time.
The value of relative strength index of Mullen's stock price is about 61. This indicates that the stock is rather overbought by investors as of today. The main point of the Relative Strength Index (RSI) is to track how fast people are buying or selling Mullen, making its price go up or down.

Momentum 61

 Buy Extended

 
Oversold
 
Overbought
The successful prediction of Mullen's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Mullen Group, which may create opportunities for some arbitrage if properly timed. Below are the key fundamental drivers impacting Mullen's stock price prediction:
Quarterly Earnings Growth
(0.12)
EPS Estimate Next Quarter
0.2693
EPS Estimate Current Year
0.9947
EPS Estimate Next Year
1.2274
Wall Street Target Price
18.675
Using Mullen hype-based prediction, you can estimate the value of Mullen Group from the perspective of Mullen response to recently generated media hype and the effects of current headlines on its competitors.
The Triple Exponential Smoothing forecasted value of Mullen Group on the next trading day is expected to be 16.58 with a mean absolute deviation of 0.15 and the sum of the absolute errors of 8.73.

Mullen after-hype prediction price

    
  CAD 16.58  
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 Mullen to cross-verify your projections.

Mullen Additional Predictive Modules

Most predictive techniques to examine Mullen price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Mullen using various technical indicators. When you analyze Mullen 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 Mullen - 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 Mullen 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 Mullen price movement. However, neither of these exponential smoothing models address any seasonality of Mullen Group.

Mullen Triple Exponential Smoothing Price Forecast For the 4th of February

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Mullen Group on the next trading day is expected to be 16.58 with a mean absolute deviation of 0.15, mean absolute percentage error of 0.03, and the sum of the absolute errors of 8.73.
Please note that although there have been many attempts to predict Mullen Stock prices using its time series forecasting, we generally do not suggest using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Mullen's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Mullen Stock Forecast Pattern

Backtest Mullen  Mullen Price Prediction  Research Analysis  

Mullen Forecasted Value

In the context of forecasting Mullen's 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. Mullen's downside and upside margins for the forecasting period are 15.43 and 17.73, respectively. We have considered Mullen'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
16.60
16.58
Expected Value
17.73
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 Mullen stock data series using in forecasting. Note that when a statistical model is used to represent Mullen 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 -0.0202
MADMean absolute deviation0.1455
MAPEMean absolute percentage error0.0095
SAESum of the absolute errors8.7317
As with simple exponential smoothing, in triple exponential smoothing models past Mullen 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 Mullen Group observations.

Predictive Modules for Mullen

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Mullen Group. 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
15.4316.5817.73
Details
Intrinsic
Valuation
LowRealHigh
14.9418.8319.98
Details
Bollinger
Band Projection (param)
LowMiddleHigh
15.7316.3216.92
Details
Earnings
Estimates (0)
LowProjected EPSHigh
0.230.220.28
Details

Mullen After-Hype Price Density Analysis

As far as predicting the price of Mullen 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 Mullen 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 Mullen, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

Mullen Estimiated After-Hype Price Volatility

In the context of predicting Mullen's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Mullen's historical news coverage. Mullen's after-hype downside and upside margins for the prediction period are 15.43 and 17.73, respectively. We have considered Mullen'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 compare with traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
16.60
16.58
After-hype Price
17.73
Upside
Mullen is very steady at this time. Analysis and calculation of next after-hype price of Mullen Group is based on 3 months time horizon.

Mullen Stock Price Outlook Analysis

Have you ever been surprised when a price of a Company such as Mullen is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Mullen 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 Mullen, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.30 
1.15
  0.02 
  0.03 
8 Events / Month
2 Events / Month
In about 8 days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
16.60
16.58
0.12 
2,300  
Notes

Mullen Hype Timeline

Mullen Group is now traded for 16.60on Toronto Exchange of Canada. The entity has historical hype elasticity of -0.02, and average elasticity to hype of competition of -0.03. Mullen is expected to decline in value after the next headline, with the price expected to drop to 16.58. The average volatility of media hype impact on the company price is over 100%. The price drop on the next news is expected to be -0.12%, whereas the daily expected return is now at 0.3%. The volatility of related hype on Mullen is about 1310.13%, with the expected price after the next announcement by competition of 16.57. About 24.0% of the company shares are owned by institutional investors. The company has price-to-book ratio of 1.39. Typically companies with comparable Price to Book (P/B) are able to outperform the market in the long run. Mullen Group has Price/Earnings To Growth (PEG) ratio of 1.64. The entity last dividend was issued on the 30th of January 2026. The firm had 3:1 split on the 7th of July 2005. Assuming the 90 days trading horizon the next expected press release will be in about 8 days.
Check out Historical Fundamental Analysis of Mullen to cross-verify your projections.

Mullen Related Hype Analysis

Having access to credible news sources related to Mullen's direct competition is more important than ever and may enhance your ability to predict Mullen's future price movements. Getting to know how Mullen'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 Mullen 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
CJTCargojet(0.02)1 per month 2.65  0.08  4.44 (1.98) 14.92 
BDIBlack Diamond Group(0.08)8 per month 1.18  0.05  2.61 (1.77) 6.17 
WTEWestshore Terminals Investment(0.02)2 per month 0.89  0.18  2.18 (1.53) 5.30 
ADENADENTRA 1.00 8 per month 1.62  0.04  3.03 (2.66) 11.24 
MALMagellan Aerospace(0.14)5 per month 2.04  0.09  4.49 (3.23) 11.93 
TCL-ATranscontinental(1.32)6 per month 0.93  0.1  1.91 (1.97) 21.82 
BLDPBallard Power Systems 0.01 8 per month 0.00 (0.24) 3.72 (5.34) 15.09 
BDTBird Construction(0.15)6 per month 2.67 (0.01) 3.15 (3.75) 11.61 
SISSavaria(0.07)10 per month 1.00  0.09  2.42 (1.96) 7.81 

Other Forecasting Options for Mullen

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

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

Mullen Market Strength Events

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

Mullen Risk Indicators

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

The number of cover stories for Mullen depends on current market conditions and Mullen's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Mullen 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 Mullen'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

Mullen Short Properties

Mullen's future price predictability will typically decrease when Mullen's long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of Mullen Group often depends not only on the future outlook of the potential Mullen's 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. Mullen's indicators that are reflective of the short sentiment are summarized in the table below.
Common Stock Shares Outstanding97.2 M
Cash And Short Term Investments126.3 M

Other Information on Investing in Mullen Stock

Mullen financial ratios help investors to determine whether Mullen Stock 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 Mullen with respect to the benefits of owning Mullen security.