Accolade Stock Forecast - Triple Exponential Smoothing

ACCD Stock  USD 3.75  0.02  0.53%   
The Triple Exponential Smoothing forecasted value of Accolade on the next trading day is expected to be 3.77 with a mean absolute deviation of 0.1 and the sum of the absolute errors of 5.80. Accolade Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Accolade stock prices and determine the direction of Accolade's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Accolade's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Accolade's Asset Turnover is projected to slightly decrease based on the last few years of reporting. . As of November 28, 2024, Common Stock Shares Outstanding is expected to decline to about 56.2 M. In addition to that, Net Loss is expected to decline to about (53.9 M).
Triple exponential smoothing for Accolade - 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 Accolade 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 Accolade price movement. However, neither of these exponential smoothing models address any seasonality of Accolade.

Accolade Triple Exponential Smoothing Price Forecast For the 29th of November

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Accolade on the next trading day is expected to be 3.77 with a mean absolute deviation of 0.1, mean absolute percentage error of 0.01, and the sum of the absolute errors of 5.80.
Please note that although there have been many attempts to predict Accolade 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 Accolade's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Accolade Stock Forecast Pattern

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Accolade Forecasted Value

In the context of forecasting Accolade'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. Accolade's downside and upside margins for the forecasting period are 0.82 and 6.72, respectively. We have considered Accolade'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
3.75
3.77
Expected Value
6.72
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 Accolade stock data series using in forecasting. Note that when a statistical model is used to represent Accolade 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 -0.0164
MADMean absolute deviation0.0984
MAPEMean absolute percentage error0.0266
SAESum of the absolute errors5.8048
As with simple exponential smoothing, in triple exponential smoothing models past Accolade 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 Accolade observations.

Predictive Modules for Accolade

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Accolade. 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 Accolade'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
0.833.766.69
Details
Intrinsic
Valuation
LowRealHigh
3.576.509.43
Details
15 Analysts
Consensus
LowTargetHigh
13.4414.7716.39
Details

Other Forecasting Options for Accolade

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

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

Accolade 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 Accolade'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 Accolade's current price.

Accolade Market Strength Events

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

Accolade Risk Indicators

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

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.
When determining whether Accolade is a strong investment it is important to analyze Accolade'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 Accolade's future performance. For an informed investment choice regarding Accolade Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of Accolade to cross-verify your projections.
For information on how to trade Accolade Stock refer to our How to Trade Accolade Stock guide.
You can also try the CEOs Directory module to screen CEOs from public companies around the world.
Is Health Care Technology space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Accolade. If investors know Accolade will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Accolade listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share
(1.02)
Revenue Per Share
5.706
Quarterly Revenue Growth
0.098
Return On Assets
(0.07)
Return On Equity
(0.19)
The market value of Accolade is measured differently than its book value, which is the value of Accolade that is recorded on the company's balance sheet. Investors also form their own opinion of Accolade's value that differs from its market value or its book value, called intrinsic value, which is Accolade's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Accolade's market value can be influenced by many factors that don't directly affect Accolade's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Accolade's value and its price as these two are different measures arrived at by different means. Investors typically determine if Accolade is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Accolade'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.