Houston American Stock Forecast - Polynomial Regression

HUSA Stock  USD 1.38  0.12  9.52%   
The Polynomial Regression forecasted value of Houston American Energy on the next trading day is expected to be 1.32 with a mean absolute deviation of 0.08 and the sum of the absolute errors of 4.94. Houston Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Houston American stock prices and determine the direction of Houston American Energy's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Houston American's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Houston American's Receivables Turnover is projected to increase based on the last few years of reporting. The current year's Fixed Asset Turnover is expected to grow to 0.50, whereas Payables Turnover is forecasted to decline to 3.89. . The current year's Common Stock Shares Outstanding is expected to grow to about 11.3 M, whereas Net Loss is forecasted to decline to (1 M).
Most investors in Houston American cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Houston American's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Houston American's price structures and extracts relationships that further increase the accuracy of the generated results. Houston American polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Houston American Energy as well as the accuracy indicators are determined from the period prices.

Houston American Polynomial Regression Price Forecast For the 2nd of November

Given 90 days horizon, the Polynomial Regression forecasted value of Houston American Energy on the next trading day is expected to be 1.32 with a mean absolute deviation of 0.08, mean absolute percentage error of 0.01, and the sum of the absolute errors of 4.94.
Please note that although there have been many attempts to predict Houston 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 Houston American's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Houston American Stock Forecast Pattern

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Houston American Forecasted Value

In the context of forecasting Houston 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. Houston American's downside and upside margins for the forecasting period are 0.01 and 8.60, respectively. We have considered Houston 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
1.38
1.32
Expected Value
8.60
Upside

Model Predictive Factors

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 Houston American stock data series using in forecasting. Note that when a statistical model is used to represent Houston 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 Criteria115.3914
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0797
MAPEMean absolute percentage error0.0634
SAESum of the absolute errors4.9388
A single variable polynomial regression model attempts to put a curve through the Houston American 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 Houston 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 Houston American Energy. 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 Houston American's 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.
Hype
Prediction
LowEstimatedHigh
0.071.378.64
Details
Intrinsic
Valuation
LowRealHigh
0.061.148.41
Details

Other Forecasting Options for Houston American

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

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

Houston American Energy 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 Houston 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 Houston American's current price.

Houston American Market Strength Events

Market strength indicators help investors to evaluate how Houston 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 Houston American shares will generate the highest return on investment. By undertsting and applying Houston American stock market strength indicators, traders can identify Houston American Energy entry and exit signals to maximize returns.

Houston American Risk Indicators

The analysis of Houston American'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 Houston American's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting houston 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.

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 Houston American Energy offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Houston 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 Houston American Energy Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Houston American Energy Stock:
Check out Historical Fundamental Analysis of Houston American to cross-verify your projections.
You can also try the Idea Analyzer module to analyze all characteristics, volatility and risk-adjusted return of Macroaxis ideas.
Is Oil & Gas Exploration & Production 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 Houston American. If investors know Houston 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 Houston American listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share
(0.29)
Revenue Per Share
0.057
Quarterly Revenue Growth
(0.43)
Return On Assets
(0.08)
Return On Equity
(0.27)
The market value of Houston American Energy is measured differently than its book value, which is the value of Houston that is recorded on the company's balance sheet. Investors also form their own opinion of Houston American's value that differs from its market value or its book value, called intrinsic value, which is Houston 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 Houston American's market value can be influenced by many factors that don't directly affect Houston 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 Houston American's value and its price as these two are different measures arrived at by different means. Investors typically determine if Houston American is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Houston 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.