The Double Exponential Smoothing forecasted value of Mobilicom Limited Warrants on the next trading day is expected to be 0.44 with a mean absolute deviation of 0.08 and the sum of the absolute errors of 4.88. Mobilicom Stock Forecast is based on your current time horizon.
Mobilicom
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for Mobilicom Limited works best with periods where there are trends or seasonality.
Mobilicom Limited Double Exponential Smoothing Price Forecast For the 26th of March
Given 90 days horizon, the Double Exponential Smoothing forecasted value of Mobilicom Limited Warrants on the next trading day is expected to be 0.44 with a mean absolute deviation of 0.08, mean absolute percentage error of 0.01, and the sum of the absolute errors of 4.88.
Please note that although there have been many attempts to predict Mobilicom 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 Mobilicom Limited's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
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 Mobilicom Limited stock data series using in forecasting. Note that when a statistical model is used to represent Mobilicom Limited 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
0.0153
MAD
Mean absolute deviation
0.0828
MAPE
Mean absolute percentage error
0.1816
SAE
Sum of the absolute errors
4.8843
When Mobilicom Limited Warrants 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 Mobilicom Limited Warrants trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent Mobilicom Limited observations are given relatively more weight in forecasting than the older observations.
Predictive Modules for Mobilicom Limited
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Mobilicom Limited. 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.
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Mobilicom Limited. Your research has to be compared to or analyzed against Mobilicom Limited's peers to derive any actionable benefits. When done correctly, Mobilicom Limited's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Mobilicom Limited.
Market strength indicators help investors to evaluate how Mobilicom Limited stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Mobilicom Limited shares will generate the highest return on investment. By undertsting and applying Mobilicom Limited stock market strength indicators, traders can identify Mobilicom Limited Warrants entry and exit signals to maximize returns.
The analysis of Mobilicom Limited'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 Mobilicom Limited's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting mobilicom 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.
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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 running Mobilicom Limited's price analysis, check to measure Mobilicom Limited's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Mobilicom Limited is operating at the current time. Most of Mobilicom Limited's value examination focuses on studying past and present price action to predict the probability of Mobilicom Limited's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Mobilicom Limited's price. Additionally, you may evaluate how the addition of Mobilicom Limited to your portfolios can decrease your overall portfolio volatility.