Canopy Growth Stock Forward View - Polynomial Regression

WEED Stock  CAD 1.48  0.05  3.50%   
Canopy Stock outlook is based on your current time horizon. Although Canopy Growth's naive historical forecasting may sometimes provide an important future outlook for the firm, we suggest always cross-verifying it against solid analysis of Canopy Growth's systematic risk associated with finding meaningful patterns of Canopy Growth fundamentals over time.
As of today the relative strength index (rsi) of Canopy Growth's share price is below 20 . This entails that the stock 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 Canopy Growth's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Canopy Growth Corp, which may create opportunities for some arbitrage if properly timed. Below are the key fundamental drivers impacting Canopy Growth's stock price prediction:
EPS Estimate Next Quarter
0.06
EPS Estimate Current Year
(0.33)
EPS Estimate Next Year
(0.10)
Wall Street Target Price
2.6
EPS Estimate Current Quarter
(0.05)
Using Canopy Growth hype-based prediction, you can estimate the value of Canopy Growth Corp from the perspective of Canopy Growth response to recently generated media hype and the effects of current headlines on its competitors.
The Polynomial Regression forecasted value of Canopy Growth Corp on the next trading day is expected to be 1.52 with a mean absolute deviation of 0.13 and the sum of the absolute errors of 7.91.

Canopy Growth after-hype prediction price

    
  CAD 1.48  
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 Canopy Growth to cross-verify your projections.

Canopy Growth Additional Predictive Modules

Most predictive techniques to examine Canopy price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Canopy using various technical indicators. When you analyze Canopy 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.
Canopy Growth polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Canopy Growth Corp as well as the accuracy indicators are determined from the period prices.

Canopy Growth Polynomial Regression Price Forecast For the 17th of February 2026

Given 90 days horizon, the Polynomial Regression forecasted value of Canopy Growth Corp on the next trading day is expected to be 1.52 with a mean absolute deviation of 0.13, mean absolute percentage error of 0.04, and the sum of the absolute errors of 7.91.
Please note that although there have been many attempts to predict Canopy 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 Canopy Growth's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Canopy Growth Stock Forecast Pattern

Backtest Canopy Growth  Canopy Growth Price Prediction  Research Analysis  

Canopy Growth Forecasted Value

In the context of forecasting Canopy Growth'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. Canopy Growth's downside and upside margins for the forecasting period are 0.01 and 9.56, respectively. We have considered Canopy Growth'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
1.48
1.52
Expected Value
9.56
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Canopy Growth stock data series using in forecasting. Note that when a statistical model is used to represent Canopy Growth 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 Criteria114.9261
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1297
MAPEMean absolute percentage error0.0708
SAESum of the absolute errors7.9097
A single variable polynomial regression model attempts to put a curve through the Canopy Growth historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Canopy Growth

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Canopy Growth Corp. 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
0.071.489.46
Details
Intrinsic
Valuation
LowRealHigh
0.071.489.46
Details
Earnings
Estimates (0)
LowProjected EPSHigh
-0.08-0.03-0.08
Details

Canopy Growth After-Hype Price Density Analysis

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

Canopy Growth Estimiated After-Hype Price Volatility

In the context of predicting Canopy Growth's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Canopy Growth's historical news coverage. Canopy Growth's after-hype downside and upside margins for the prediction period are 0.07 and 9.46, respectively. We have considered Canopy Growth'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
1.48
1.48
After-hype Price
9.46
Upside
Canopy Growth is extremely dangerous at this time. Analysis and calculation of next after-hype price of Canopy Growth Corp is based on 3 months time horizon.

Canopy Growth Stock Price Outlook Analysis

Have you ever been surprised when a price of a Company such as Canopy Growth is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Canopy Growth 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 Canopy Growth, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.24 
8.04
 0.00  
  0.01 
8 Events / Month
2 Events / Month
In about 8 days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
1.48
1.48
0.00 
80,400  
Notes

Canopy Growth Hype Timeline

Canopy Growth Corp is at this time traded for 1.48on Toronto Exchange of Canada. The entity stock is not elastic to its hype. The average elasticity to hype of competition is 0.01. Canopy is estimated 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 estimated to be very small, whereas the daily expected return is at this time at 0.24%. %. The volatility of related hype on Canopy Growth is about 20674.29%, with the expected price after the next announcement by competition of 1.49. The company has Price to Book (P/B) ratio of 0.74. Historically many companies with similar price-to-book (P/B) ratio do better than the market in the long run. Canopy Growth Corp recorded a loss per share of 1.86. The entity had not issued any dividends in recent years. The firm had 1:10 split on the 20th of December 2023. Assuming the 90 days trading horizon the next estimated press release will be in about 8 days.
Check out Historical Fundamental Analysis of Canopy Growth to cross-verify your projections.

Canopy Growth Related Hype Analysis

Having access to credible news sources related to Canopy Growth's direct competition is more important than ever and may enhance your ability to predict Canopy Growth's future price movements. Getting to know how Canopy Growth'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 Canopy Growth 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
CPHCipher Pharmaceuticals(0.58)5 per month 1.38  0.03  3.49 (2.50) 9.18 
OGIOrganiGram Holdings 0.05 9 per month 0.00 (0.1) 5.43 (6.82) 29.72 
TSNDTerrAscend Corp 0.33 5 per month 10.33  0.03  19.70 (10.53) 121.97 
ACBAurora Cannabis(0.16)7 per month 0.00 (0.1) 5.53 (5.90) 30.59 
EDTSpectral Med(0.09)2 per month 0.00 (0.08) 3.94 (4.48) 15.23 
HITIHigh Tide(0.15)6 per month 0.00 (0.15) 3.76 (4.88) 19.30 
NGENNervGen Pharma Corp 0.25 5 per month 3.28  0.15  12.05 (5.76) 33.41 
FRXFennec Pharmaceuticals 0.69 7 per month 0.00 (0.05) 2.75 (2.93) 19.37 
XLYAuxly Cannabis Group 0.01 4 per month 0.00 (0.10) 7.14 (7.14) 21.98 

Other Forecasting Options for Canopy Growth

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

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

Canopy Growth Market Strength Events

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

Canopy Growth Risk Indicators

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

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

Other Macroaxis Stories

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Canopy Growth Short Properties

Canopy Growth's future price predictability will typically decrease when Canopy Growth's long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of Canopy Growth Corp often depends not only on the future outlook of the potential Canopy Growth'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. Canopy Growth's indicators that are reflective of the short sentiment are summarized in the table below.
Common Stock Shares Outstanding107.6 M
Cash And Short Term Investments131.5 M
When determining whether Canopy Growth Corp offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Canopy Growth'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 Canopy Growth Corp Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Canopy Growth Corp Stock:
Check out Historical Fundamental Analysis of Canopy Growth to cross-verify your projections.
You can also try the Positions Ratings module to determine portfolio positions ratings based on digital equity recommendations. Macroaxis instant position ratings are based on combination of fundamental analysis and risk-adjusted market performance.
Please note, there is a significant difference between Canopy Growth's value and its price as these two are different measures arrived at by different means. Investors typically determine if Canopy Growth is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. Conversely, Canopy Growth's market price signifies the transaction level at which participants voluntarily complete trades.