Canadian Pacific Stock Forecast - Triple Exponential Smoothing

CP Stock  CAD 99.77  0.09  0.09%   
The Triple Exponential Smoothing forecasted value of Canadian Pacific Railway on the next trading day is expected to be 99.75 with a mean absolute deviation of 1.09 and the sum of the absolute errors of 65.45. Canadian Stock Forecast is based on your current time horizon. Although Canadian Pacific's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Canadian Pacific's systematic risk associated with finding meaningful patterns of Canadian Pacific fundamentals over time.
As of today the value of relative strength index of Canadian Pacific's share price is below 20 suggesting 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 Canadian Pacific's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Canadian Pacific Railway, which may create opportunities for some arbitrage if properly timed. Below are the key fundamental drivers impacting Canadian Pacific's stock price prediction:
Quarterly Earnings Growth
0.126
EPS Estimate Next Quarter
1.3866
EPS Estimate Current Year
4.6481
EPS Estimate Next Year
5.2873
Wall Street Target Price
121.8
Using Canadian Pacific hype-based prediction, you can estimate the value of Canadian Pacific Railway from the perspective of Canadian Pacific response to recently generated media hype and the effects of current headlines on its competitors.
The Triple Exponential Smoothing forecasted value of Canadian Pacific Railway on the next trading day is expected to be 99.75 with a mean absolute deviation of 1.09 and the sum of the absolute errors of 65.45.

Canadian Pacific after-hype prediction price

    
  CAD 99.77  
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 Canadian Pacific to cross-verify your projections.

Canadian Pacific Additional Predictive Modules

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

Canadian Pacific Triple Exponential Smoothing Price Forecast For the 25th of January

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Canadian Pacific Railway on the next trading day is expected to be 99.75 with a mean absolute deviation of 1.09, mean absolute percentage error of 1.93, and the sum of the absolute errors of 65.45.
Please note that although there have been many attempts to predict Canadian 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 Canadian Pacific's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Canadian Pacific Stock Forecast Pattern

Backtest Canadian PacificCanadian Pacific Price PredictionBuy or Sell Advice 

Canadian Pacific Forecasted Value

In the context of forecasting Canadian Pacific'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. Canadian Pacific's downside and upside margins for the forecasting period are 98.40 and 101.11, respectively. We have considered Canadian Pacific'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
99.77
99.75
Expected Value
101.11
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 Canadian Pacific stock data series using in forecasting. Note that when a statistical model is used to represent Canadian Pacific 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 -0.1963
MADMean absolute deviation1.0909
MAPEMean absolute percentage error0.0109
SAESum of the absolute errors65.4537
As with simple exponential smoothing, in triple exponential smoothing models past Canadian Pacific 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 Canadian Pacific Railway observations.

Predictive Modules for Canadian Pacific

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Canadian Pacific Railway. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Canadian Pacific'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
98.4299.77101.12
Details
Intrinsic
Valuation
LowRealHigh
98.6399.98101.33
Details
Bollinger
Band Projection (param)
LowMiddleHigh
98.00101.04104.08
Details
Earnings
Estimates (0)
LowProjected EPSHigh
1.101.351.32
Details

Canadian Pacific After-Hype Price Prediction Density Analysis

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

Canadian Pacific Estimiated After-Hype Price Volatility

In the context of predicting Canadian Pacific's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Canadian Pacific's historical news coverage. Canadian Pacific's after-hype downside and upside margins for the prediction period are 98.42 and 101.12, respectively. We have considered Canadian Pacific'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
99.77
99.77
After-hype Price
101.12
Upside
Canadian Pacific is very steady at this time. Analysis and calculation of next after-hype price of Canadian Pacific Railway is based on 3 months time horizon.

Canadian Pacific Stock Price Prediction Analysis

Have you ever been surprised when a price of a Company such as Canadian Pacific is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Canadian Pacific 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 Canadian Pacific, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.06 
1.35
  0.04 
  0.05 
3 Events / Month
2 Events / Month
In about 3 days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
99.77
99.77
0.00 
201.49  
Notes

Canadian Pacific Hype Timeline

Canadian Pacific Railway is currently traded for 99.77on Toronto Exchange of Canada. The entity has historical hype elasticity of -0.04, and average elasticity to hype of competition of 0.05. Canadian is anticipated 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 anticipated to be very small, whereas the daily expected return is currently at -0.06%. %. The volatility of related hype on Canadian Pacific is about 169.39%, with the expected price after the next announcement by competition of 99.82. About 75.0% of the company shares are held by institutions such as insurance companies. The company has price-to-book (P/B) ratio of 1.97. Some equities with similar Price to Book (P/B) outperform the market in the long run. Canadian Pacific Railway has Price/Earnings To Growth (PEG) ratio of 2.38. The entity last dividend was issued on the 31st of December 2025. The firm had 5:1 split on the 14th of May 2021. Assuming the 90 days horizon the next anticipated press release will be in about 3 days.
Check out Historical Fundamental Analysis of Canadian Pacific to cross-verify your projections.

Canadian Pacific Related Hype Analysis

Having access to credible news sources related to Canadian Pacific's direct competition is more important than ever and may enhance your ability to predict Canadian Pacific's future price movements. Getting to know how Canadian Pacific'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 Canadian Pacific 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
CNRCanadian National Railway(0.16)8 per month 1.20 (0.01) 2.21 (2.05) 6.61 
TRIThomson Reuters Corp(0.88)9 per month 0.00 (0.31) 1.74 (3.58) 7.51 
WCNWaste Connections(0.35)9 per month 0.00 (0.11) 2.06 (1.65) 5.83 
KLSKelso Technologies 0.03 8 per month 3.59 (0.01) 9.52 (5.00) 31.55 
WSPWSP Global 4.12 7 per month 0.00 (0.11) 1.67 (1.97) 6.87 
TFIITFI International(0.67)3 per month 1.97  0.05  3.20 (3.32) 10.21 
EFNElement Fleet Management(0.51)7 per month 0.00 (0.14) 1.80 (2.21) 8.09 
FTTFinning International(0.67)5 per month 1.69  0.12  3.61 (3.73) 9.57 
BBD-BBombardier 7.73 10 per month 2.24  0.16  4.41 (4.28) 12.41 
SOBOSouth Bow(0.67)8 per month 1.22  0.01  1.65 (1.99) 8.27 

Other Forecasting Options for Canadian Pacific

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

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

Canadian Pacific Market Strength Events

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

Canadian Pacific Risk Indicators

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

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

Canadian Pacific Short Properties

Canadian Pacific's future price predictability will typically decrease when Canadian Pacific's long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of Canadian Pacific Railway often depends not only on the future outlook of the potential Canadian Pacific'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. Canadian Pacific's indicators that are reflective of the short sentiment are summarized in the table below.
Common Stock Shares Outstanding934.6 M
Cash And Short Term Investments739 M
When determining whether Canadian Pacific Railway is a good investment, qualitative aspects like company management, corporate governance, and ethical practices play a significant role. A comparison with peer companies also provides context and helps to understand if Canadian Stock is undervalued or overvalued. This multi-faceted approach, blending both quantitative and qualitative analysis, forms a solid foundation for making an informed investment decision about Canadian Pacific Railway Stock. Highlighted below are key reports to facilitate an investment decision about Canadian Pacific Railway Stock:
Check out Historical Fundamental Analysis of Canadian Pacific to cross-verify your projections.
You can also try the FinTech Suite module to use AI to screen and filter profitable investment opportunities.
Please note, there is a significant difference between Canadian Pacific's value and its price as these two are different measures arrived at by different means. Investors typically determine if Canadian Pacific is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Canadian Pacific's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.