Hoth Therapeutics Stock Forecast - Simple Regression

HOTH Stock  USD 0.82  0.02  2.38%   
The Simple Regression forecasted value of Hoth Therapeutics on the next trading day is expected to be 0.81 with a mean absolute deviation of 0.07 and the sum of the absolute errors of 4.18. Hoth Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Hoth Therapeutics' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
The current Inventory Turnover is estimated to decrease to -0.47. The current Payables Turnover is estimated to decrease to 0.08. The current Common Stock Shares Outstanding is estimated to decrease to about 1.8 M. The Hoth Therapeutics' current Net Loss is estimated to increase to about (12.2 M).
Simple Regression model is a single variable regression model that attempts to put a straight line through Hoth Therapeutics 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.

Hoth Therapeutics Simple Regression Price Forecast For the 27th of November

Given 90 days horizon, the Simple Regression forecasted value of Hoth Therapeutics on the next trading day is expected to be 0.81 with a mean absolute deviation of 0.07, mean absolute percentage error of 0.01, and the sum of the absolute errors of 4.18.
Please note that although there have been many attempts to predict Hoth 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 Hoth Therapeutics' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Hoth Therapeutics Stock Forecast Pattern

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Hoth Therapeutics Forecasted Value

In the context of forecasting Hoth Therapeutics' 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. Hoth Therapeutics' downside and upside margins for the forecasting period are 0.01 and 11.84, respectively. We have considered Hoth 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.
Market Value
0.82
0.81
Expected Value
11.84
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 Hoth Therapeutics stock data series using in forecasting. Note that when a statistical model is used to represent Hoth Therapeutics 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 Criteria113.45
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0686
MAPEMean absolute percentage error0.0769
SAESum of the absolute errors4.182
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 Hoth Therapeutics 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 Hoth 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 Hoth Therapeutics. 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 Hoth Therapeutics' 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
0.040.8111.85
Details
Intrinsic
Valuation
LowRealHigh
0.101.9112.95
Details
1 Analysts
Consensus
LowTargetHigh
4.785.255.83
Details

Other Forecasting Options for Hoth Therapeutics

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

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 Risk & Return  Correlation

Hoth Therapeutics 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 Hoth 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 Hoth Therapeutics' current price.

Hoth Therapeutics Market Strength Events

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

Hoth Therapeutics Risk Indicators

The analysis of Hoth Therapeutics' 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 Hoth Therapeutics' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting hoth 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.

Currently Active Assets on Macroaxis

When determining whether Hoth Therapeutics offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Hoth Therapeutics' 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 Hoth Therapeutics Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Hoth Therapeutics Stock:
Check out Historical Fundamental Analysis of Hoth Therapeutics to cross-verify your projections.
For more detail on how to invest in Hoth Stock please use our How to Invest in Hoth Therapeutics guide.
You can also try the Alpha Finder module to use alpha and beta coefficients to find investment opportunities after accounting for the risk.
Is Pharmaceuticals 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 Hoth Therapeutics. If investors know Hoth 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 Hoth Therapeutics listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share
(1.27)
Return On Assets
(0.46)
Return On Equity
(0.83)
The market value of Hoth Therapeutics is measured differently than its book value, which is the value of Hoth that is recorded on the company's balance sheet. Investors also form their own opinion of Hoth Therapeutics' value that differs from its market value or its book value, called intrinsic value, which is Hoth Therapeutics' 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 Hoth Therapeutics' market value can be influenced by many factors that don't directly affect Hoth Therapeutics' 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 Hoth Therapeutics' value and its price as these two are different measures arrived at by different means. Investors typically determine if Hoth Therapeutics is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Hoth Therapeutics' 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.