CAE Stock Forecast - Naive Prediction

CAE Stock  CAD 32.71  0.26  0.80%   
The Naive Prediction forecasted value of CAE Inc on the next trading day is expected to be 33.18 with a mean absolute deviation of 0.57 and the sum of the absolute errors of 34.52. CAE Stock Forecast is based on your current time horizon. Although CAE's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of CAE's systematic risk associated with finding meaningful patterns of CAE fundamentals over time.
  
At this time, CAE's Inventory Turnover is very stable compared to the past year. As of the 28th of November 2024, Receivables Turnover is likely to grow to 4.03, while Payables Turnover is likely to drop 3.54. . As of the 28th of November 2024, Common Stock Shares Outstanding is likely to drop to about 277.7 M. In addition to that, Net Income Applicable To Common Shares is likely to drop to about 174.2 M.
A naive forecasting model for CAE is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of CAE Inc value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

CAE Naive Prediction Price Forecast For the 29th of November

Given 90 days horizon, the Naive Prediction forecasted value of CAE Inc on the next trading day is expected to be 33.18 with a mean absolute deviation of 0.57, mean absolute percentage error of 0.48, and the sum of the absolute errors of 34.52.
Please note that although there have been many attempts to predict CAE 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 CAE's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

CAE Stock Forecast Pattern

Backtest CAECAE Price PredictionBuy or Sell Advice 

CAE Forecasted Value

In the context of forecasting CAE'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. CAE's downside and upside margins for the forecasting period are 31.06 and 35.31, respectively. We have considered CAE'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
32.71
33.18
Expected Value
35.31
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of CAE stock data series using in forecasting. Note that when a statistical model is used to represent CAE 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 Criteria117.371
BiasArithmetic mean of the errors None
MADMean absolute deviation0.5658
MAPEMean absolute percentage error0.0213
SAESum of the absolute errors34.5168
This model is not at all useful as a medium-long range forecasting tool of CAE Inc. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict CAE. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for CAE

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as CAE Inc. 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
30.4432.5734.70
Details
Intrinsic
Valuation
LowRealHigh
29.4435.9538.08
Details
Earnings
Estimates (0)
LowProjected EPSHigh
0.250.290.32
Details

Other Forecasting Options for CAE

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

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

CAE Inc Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of CAE's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of CAE's current price.

CAE Market Strength Events

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

CAE Risk Indicators

The analysis of CAE'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 CAE's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting cae 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.
When determining whether CAE Inc is a strong investment it is important to analyze CAE's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact CAE's future performance. For an informed investment choice regarding CAE Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of CAE to cross-verify your projections.
You can also try the Sync Your Broker module to sync your existing holdings, watchlists, positions or portfolios from thousands of online brokerage services, banks, investment account aggregators and robo-advisors..
Please note, there is a significant difference between CAE's value and its price as these two are different measures arrived at by different means. Investors typically determine if CAE is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, CAE'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.