Aritzia Stock Forward View - Double Exponential Smoothing

ATZ Stock  CAD 106.95  0.99  0.92%   
Aritzia Stock outlook is based on your current time horizon. Although Aritzia's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Aritzia's systematic risk associated with finding meaningful patterns of Aritzia fundamentals over time.
As of today, the value of RSI of Aritzia's share price is approaching 41. 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 Aritzia, making its price go up or down.

Momentum 41

 Sell Extended

 
Oversold
 
Overbought
The successful prediction of Aritzia's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Aritzia, which may create opportunities for some arbitrage if properly timed. Below are the key fundamental drivers impacting Aritzia's stock price prediction:
Quarterly Earnings Growth
0.841
EPS Estimate Current Year
3.1152
EPS Estimate Next Year
3.9801
Wall Street Target Price
151.4167
EPS Estimate Current Quarter
0.8894
Using Aritzia hype-based prediction, you can estimate the value of Aritzia from the perspective of Aritzia response to recently generated media hype and the effects of current headlines on its competitors.
The Double Exponential Smoothing forecasted value of Aritzia on the next trading day is expected to be 104.31 with a mean absolute deviation of 1.81 and the sum of the absolute errors of 108.35.

Aritzia after-hype prediction price

    
  CAD 106.95  
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 Aritzia to cross-verify your projections.

Aritzia Additional Predictive Modules

Most predictive techniques to examine Aritzia price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Aritzia using various technical indicators. When you analyze Aritzia 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.
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 Aritzia works best with periods where there are trends or seasonality.

Aritzia Double Exponential Smoothing Price Forecast For the 31st of January

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Aritzia on the next trading day is expected to be 104.31 with a mean absolute deviation of 1.81, mean absolute percentage error of 7.07, and the sum of the absolute errors of 108.35.
Please note that although there have been many attempts to predict Aritzia 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 Aritzia's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Aritzia Stock Forecast Pattern

Backtest Aritzia  Aritzia Price Prediction  Buy or Sell Advice  

Aritzia Forecasted Value

In the context of forecasting Aritzia'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. Aritzia's downside and upside margins for the forecasting period are 102.12 and 106.49, respectively. We have considered Aritzia'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
106.95
102.12
Downside
104.31
Expected Value
106.49
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 Aritzia stock data series using in forecasting. Note that when a statistical model is used to represent Aritzia 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 -0.1288
MADMean absolute deviation1.8058
MAPEMean absolute percentage error0.0159
SAESum of the absolute errors108.3452
When Aritzia 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 Aritzia 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 Aritzia observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Aritzia

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Aritzia. 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
104.77106.95109.13
Details
Intrinsic
Valuation
LowRealHigh
85.5287.70117.65
Details
Bollinger
Band Projection (param)
LowMiddleHigh
106.94121.35135.75
Details
Earnings
Estimates (0)
LowProjected EPSHigh
0.770.730.79
Details

Aritzia After-Hype Price Density Analysis

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

Aritzia Estimiated After-Hype Price Volatility

In the context of predicting Aritzia's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Aritzia's historical news coverage. Aritzia's after-hype downside and upside margins for the prediction period are 104.77 and 109.13, respectively. We have considered Aritzia'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
106.95
104.77
Downside
106.95
After-hype Price
109.13
Upside
Aritzia is very steady at this time. Analysis and calculation of next after-hype price of Aritzia is based on 3 months time horizon.

Aritzia Stock Price Outlook Analysis

Have you ever been surprised when a price of a Company such as Aritzia is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Aritzia 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 Aritzia, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.13 
2.18
  0.05 
  1.16 
9 Events / Month
2 Events / Month
In about 9 days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
106.95
106.95
0.00 
545.00  
Notes

Aritzia Hype Timeline

Aritzia is presently traded for 106.95on Toronto Exchange of Canada. The entity has historical hype elasticity of 0.05, and average elasticity to hype of competition of -1.16. Aritzia 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 presently at 0.13%. %. The volatility of related hype on Aritzia is about 24.46%, with the expected price after the next announcement by competition of 105.79. About 51.0% of the company shares are held by institutions such as insurance companies. The company had not issued any dividends in recent years. Assuming the 90 days trading horizon the next forecasted press release will be in about 9 days.
Check out Historical Fundamental Analysis of Aritzia to cross-verify your projections.

Aritzia Related Hype Analysis

Having access to credible news sources related to Aritzia's direct competition is more important than ever and may enhance your ability to predict Aritzia's future price movements. Getting to know how Aritzia'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 Aritzia 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
CTCCanadian Tire(0.47)3 per month 0.00 (0.16) 2.28 (2.53) 6.36 
CTC-ACanadian Tire 0.10 4 per month 1.03 (0.04) 1.64 (1.49) 8.14 
DOOBRP Inc(3.75)8 per month 1.51  0.07  4.92 (2.57) 13.29 
GILGildan Activewear(0.01)1 per month 1.38  0.01  3.66 (2.34) 8.10 
LNRLinamar(0.13)5 per month 0.98  0.1  3.73 (1.89) 8.76 
GOOSCanada Goose Holdings(0.08)8 per month 0.00 (0.09) 3.33 (4.83) 16.90 
PETPet Valu Holdings(0.47)6 per month 0.00 (0.16) 2.67 (2.58) 18.72 
ROOTRoots Corp(0.09)2 per month 1.86 (0.0004) 3.40 (3.61) 13.20 
CCL-BCCL Industries(84.25)4 per month 1.40 (0.02) 1.89 (2.34) 10.95 
LNFLeons Furniture Limited 0.01 5 per month 0.00 (0.08) 1.46 (2.12) 9.71 

Other Forecasting Options for Aritzia

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

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

Aritzia Market Strength Events

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

Aritzia Risk Indicators

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

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

Aritzia Short Properties

Aritzia's future price predictability will typically decrease when Aritzia's long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of Aritzia often depends not only on the future outlook of the potential Aritzia'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. Aritzia's indicators that are reflective of the short sentiment are summarized in the table below.
Common Stock Shares Outstanding114.4 M
Cash And Short Term Investments285.6 M

Other Information on Investing in Aritzia Stock

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