The Polynomial Regression forecasted value of Alterity Therapeutics Limited on the next trading day is expected to be 0 with a mean absolute deviation of 0 and the sum of the absolute errors of 0. Alterity Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Alterity Therapeutics' historical fundamentals, such as revenue growth or operating cash flow patterns.
Alterity
Alterity Therapeutics polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Alterity Therapeutics Limited as well as the accuracy indicators are determined from the period prices.
Alterity Therapeutics Polynomial Regression Price Forecast For the 30th of November
Given 90 days horizon, the Polynomial Regression forecasted value of Alterity Therapeutics Limited on the next trading day is expected to be 0 with a mean absolute deviation of 0, mean absolute percentage error of 0, and the sum of the absolute errors of 0.
Please note that although there have been many attempts to predict Alterity Pink Sheet 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 Alterity Therapeutics' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
In the context of forecasting Alterity Therapeutics' Pink Sheet 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. Alterity Therapeutics' downside and upside margins for the forecasting period are 0 and 0, respectively. We have considered Alterity Therapeutics' 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.
The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Alterity Therapeutics pink sheet data series using in forecasting. Note that when a statistical model is used to represent Alterity Therapeutics pink sheet, 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
39.736
Bias
Arithmetic mean of the errors
None
MAD
Mean absolute deviation
0.0
MAPE
Mean absolute percentage error
0.0
SAE
Sum of the absolute errors
0.0
A single variable polynomial regression model attempts to put a curve through the Alterity Therapeutics historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm
Predictive Modules for Alterity Therapeutics
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Alterity Therapeutics. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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 Alterity Therapeutics. Your research has to be compared to or analyzed against Alterity Therapeutics' peers to derive any actionable benefits. When done correctly, Alterity Therapeutics' 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 Alterity Therapeutics.
Other Forecasting Options for Alterity Therapeutics
For every potential investor in Alterity, whether a beginner or expert, Alterity Therapeutics' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Alterity Pink Sheet price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Alterity. Basic forecasting techniques help filter out the noise by identifying Alterity Therapeutics' price trends.
Alterity Therapeutics Technical and Predictive Analytics
The pink sheet market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Alterity Therapeutics' 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 Alterity Therapeutics' current price.
Market strength indicators help investors to evaluate how Alterity Therapeutics pink sheet reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Alterity Therapeutics shares will generate the highest return on investment. By undertsting and applying Alterity Therapeutics pink sheet market strength indicators, traders can identify Alterity Therapeutics Limited entry and exit signals to maximize returns.
Other Information on Investing in Alterity Pink Sheet
Alterity Therapeutics financial ratios help investors to determine whether Alterity Pink Sheet is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Alterity with respect to the benefits of owning Alterity Therapeutics security.