Saudi American Stock Forecast - Simple Regression

SAHN Stock  USD 0.0001  0.00  0.00%   
The Simple Regression forecasted value of Saudi American Holdings on the next trading day is expected to be 0.0001 with a mean absolute deviation of 0 and the sum of the absolute errors of 0. Saudi Stock Forecast is based on your current time horizon. Although Saudi American's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Saudi American's systematic risk associated with finding meaningful patterns of Saudi American fundamentals over time.
  
At this time, Saudi American's Property Plant Equipment is very stable compared to the past year. As of the 11th of December 2024, Total Stockholder Equity is likely to grow to about 36.1 M, while Other Current Assets are likely to drop 1,026.
Simple Regression model is a single variable regression model that attempts to put a straight line through Saudi American 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.

Saudi American Simple Regression Price Forecast For the 12th of December 2024

Given 90 days horizon, the Simple Regression forecasted value of Saudi American Holdings on the next trading day is expected to be 0.0001 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 Saudi 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 Saudi American's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Saudi American Stock Forecast Pattern

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Saudi American Forecasted Value

In the context of forecasting Saudi American'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. Saudi American's downside and upside margins for the forecasting period are 0.0001 and 0.0001, respectively. We have considered Saudi American'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
0.0001
0.0001
Downside
0.0001
Expected Value
0.0001
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 Saudi American stock data series using in forecasting. Note that when a statistical model is used to represent Saudi American 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 Criteria30.3989
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 Saudi American Holdings 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 Saudi American

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Saudi American Holdings. 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.
Hype
Prediction
LowEstimatedHigh
0.000.00010.00
Details
Intrinsic
Valuation
LowRealHigh
0.000.0000840.00
Details
Bollinger
Band Projection (param)
LowMiddleHigh
0.00010.00010.0001
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Saudi American. Your research has to be compared to or analyzed against Saudi American's peers to derive any actionable benefits. When done correctly, Saudi American'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 Saudi American Holdings.

Other Forecasting Options for Saudi American

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

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

Saudi American Holdings 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 Saudi American'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 Saudi American's current price.

Saudi American Market Strength Events

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

Pair Trading with Saudi American

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Saudi American position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Saudi American will appreciate offsetting losses from the drop in the long position's value.
The ability to find closely correlated positions to Saudi American could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Saudi American when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Saudi American - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Saudi American Holdings to buy it.
The correlation of Saudi American is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Saudi American moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Saudi American Holdings moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Saudi American can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching
When determining whether Saudi American Holdings offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Saudi American's 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 Saudi American Holdings Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Saudi American Holdings Stock:
Check out Historical Fundamental Analysis of Saudi American to cross-verify your projections.
You can also try the Cryptocurrency Center module to build and monitor diversified portfolio of extremely risky digital assets and cryptocurrency.
Is Internet Software & Services (discontinued effective close of September 28, 2018) 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 Saudi American. If investors know Saudi 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 Saudi American 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
5.933
Quarterly Revenue Growth
3.072
The market value of Saudi American Holdings is measured differently than its book value, which is the value of Saudi that is recorded on the company's balance sheet. Investors also form their own opinion of Saudi American's value that differs from its market value or its book value, called intrinsic value, which is Saudi American'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 Saudi American's market value can be influenced by many factors that don't directly affect Saudi American'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 Saudi American's value and its price as these two are different measures arrived at by different means. Investors typically determine if Saudi American is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Saudi American'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.