ASTORIA INVESTMENT Stock Forecast - Simple Regression

ATIL Stock   0.32  0.00  0.00%   
The Simple Regression forecasted value of ASTORIA INVESTMENT LTD on the next trading day is expected to be 0.32 with a mean absolute deviation of 0 and the sum of the absolute errors of 0. Investors can use prediction functions to forecast ASTORIA INVESTMENT's stock prices and determine the direction of ASTORIA INVESTMENT LTD's future trends based on various well-known forecasting models. However, exclusively looking at the historical price movement is usually misleading. We recommend always using this module together with an analysis of ASTORIA INVESTMENT's historical fundamentals, such as revenue growth or operating cash flow patterns. Check out Trending Equities to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in board of governors.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through ASTORIA INVESTMENT price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

ASTORIA INVESTMENT Simple Regression Price Forecast For the 14th of December 2024

Given 90 days horizon, the Simple Regression forecasted value of ASTORIA INVESTMENT LTD on the next trading day is expected to be 0.32 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 ASTORIA 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 ASTORIA INVESTMENT's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

ASTORIA INVESTMENT Stock Forecast Pattern

ASTORIA INVESTMENT Forecasted Value

In the context of forecasting ASTORIA INVESTMENT'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. ASTORIA INVESTMENT's downside and upside margins for the forecasting period are 0.32 and 0.32, respectively. We have considered ASTORIA INVESTMENT'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
0.32
0.32
Expected Value
0.32
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of ASTORIA INVESTMENT stock data series using in forecasting. Note that when a statistical model is used to represent ASTORIA INVESTMENT 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 Criteria47.5757
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0
MAPEMean absolute percentage error0.0
SAESum of the absolute errors0.0
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as ASTORIA INVESTMENT LTD historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for ASTORIA INVESTMENT

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ASTORIA INVESTMENT LTD. 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.

Other Forecasting Options for ASTORIA INVESTMENT

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

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

ASTORIA INVESTMENT LTD 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 ASTORIA INVESTMENT'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 ASTORIA INVESTMENT's current price.

ASTORIA INVESTMENT Market Strength Events

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

Building efficient market-beating portfolios requires time, education, and a lot of computing power!

The Portfolio Architect is an AI-driven system that provides multiple benefits to our users by leveraging cutting-edge machine learning algorithms, statistical analysis, and predictive modeling to automate the process of asset selection and portfolio construction, saving time and reducing human error for individual and institutional investors.

Try AI Portfolio Architect