Coda Octopus Stock Forecast - Double Exponential Smoothing
| CODA Stock | USD 8.91 0.09 1.00% |
The Double Exponential Smoothing forecasted value of Coda Octopus Group on the next trading day is expected to be 8.92 with a mean absolute deviation of 0.18 and the sum of the absolute errors of 10.56. Coda Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Coda Octopus stock prices and determine the direction of Coda Octopus Group's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Coda Octopus' historical fundamentals, such as revenue growth or operating cash flow patterns.
Coda |
Coda Octopus Double Exponential Smoothing Price Forecast For the 13th of December 2024
Given 90 days horizon, the Double Exponential Smoothing forecasted value of Coda Octopus Group on the next trading day is expected to be 8.92 with a mean absolute deviation of 0.18, mean absolute percentage error of 0.06, and the sum of the absolute errors of 10.56.Please note that although there have been many attempts to predict Coda 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 Coda Octopus' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Coda Octopus Stock Forecast Pattern
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Coda Octopus Forecasted Value
In the context of forecasting Coda Octopus' 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. Coda Octopus' downside and upside margins for the forecasting period are 6.19 and 11.65, respectively. We have considered Coda Octopus' 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.
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 Coda Octopus stock data series using in forecasting. Note that when a statistical model is used to represent Coda Octopus 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.| AIC | Akaike Information Criteria | Huge |
| Bias | Arithmetic mean of the errors | 0.0471 |
| MAD | Mean absolute deviation | 0.1791 |
| MAPE | Mean absolute percentage error | 0.0209 |
| SAE | Sum of the absolute errors | 10.5649 |
Predictive Modules for Coda Octopus
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Coda Octopus Group. 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 Coda Octopus' 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.
Other Forecasting Options for Coda Octopus
For every potential investor in Coda, whether a beginner or expert, Coda Octopus' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Coda Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Coda. Basic forecasting techniques help filter out the noise by identifying Coda Octopus' price trends.Coda Octopus 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 Coda Octopus stock to make a market-neutral strategy. Peer analysis of Coda Octopus could also be used in its relative valuation, which is a method of valuing Coda Octopus by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Coda Octopus Group 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 Coda Octopus' 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 Coda Octopus' current price.| Cycle Indicators | ||
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| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
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| Volume Indicators |
Coda Octopus Market Strength Events
Market strength indicators help investors to evaluate how Coda Octopus stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Coda Octopus shares will generate the highest return on investment. By undertsting and applying Coda Octopus stock market strength indicators, traders can identify Coda Octopus Group entry and exit signals to maximize returns.
Coda Octopus Risk Indicators
The analysis of Coda Octopus' 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 Coda Octopus' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting coda 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.
| Mean Deviation | 2.07 | |||
| Semi Deviation | 1.75 | |||
| Standard Deviation | 2.71 | |||
| Variance | 7.32 | |||
| Downside Variance | 3.81 | |||
| Semi Variance | 3.05 | |||
| Expected Short fall | (2.62) |
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 Coda Octopus Group offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Coda Octopus' 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 Coda Octopus Group Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Coda Octopus Group Stock:Check out Historical Fundamental Analysis of Coda Octopus to cross-verify your projections. You can also try the Portfolio Anywhere module to track or share privately all of your investments from the convenience of any device.
Is Electronic Equipment, Instruments & Components 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 Coda Octopus. If investors know Coda 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 Coda Octopus listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth 0.222 | Earnings Share 0.26 | Revenue Per Share 1.678 | Quarterly Revenue Growth 0.12 | Return On Assets 0.0344 |
The market value of Coda Octopus Group is measured differently than its book value, which is the value of Coda that is recorded on the company's balance sheet. Investors also form their own opinion of Coda Octopus' value that differs from its market value or its book value, called intrinsic value, which is Coda Octopus' 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 Coda Octopus' market value can be influenced by many factors that don't directly affect Coda Octopus' 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 Coda Octopus' value and its price as these two are different measures arrived at by different means. Investors typically determine if Coda Octopus is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Coda Octopus' 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.