In8bio Stock Forecast - Double Exponential Smoothing

INAB Stock  USD 0.31  0.01  3.33%   
The Double Exponential Smoothing forecasted value of In8bio Inc on the next trading day is expected to be 0.31 with a mean absolute deviation of 0.02 and the sum of the absolute errors of 1.45. In8bio Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast In8bio stock prices and determine the direction of In8bio Inc's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of In8bio's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
The current year's Payables Turnover is expected to grow to 2.84, whereas Inventory Turnover is forecasted to decline to 5.12. . As of November 27, 2024, Common Stock Shares Outstanding is expected to decline to about 21 M. In addition to that, Net Loss is expected to decline to about (13.8 M).
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for In8bio works best with periods where there are trends or seasonality.

In8bio Double Exponential Smoothing Price Forecast For the 28th of November

Given 90 days horizon, the Double Exponential Smoothing forecasted value of In8bio Inc on the next trading day is expected to be 0.31 with a mean absolute deviation of 0.02, mean absolute percentage error of 0, and the sum of the absolute errors of 1.45.
Please note that although there have been many attempts to predict In8bio 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 In8bio's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

In8bio Stock Forecast Pattern

Backtest In8bioIn8bio Price PredictionBuy or Sell Advice 

In8bio Forecasted Value

In the context of forecasting In8bio'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. In8bio's downside and upside margins for the forecasting period are 0 and 12.88, respectively. We have considered In8bio'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
0.31
0.31
Expected Value
12.88
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of In8bio stock data series using in forecasting. Note that when a statistical model is used to represent In8bio 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 CriteriaHuge
BiasArithmetic mean of the errors -0.0061
MADMean absolute deviation0.0242
MAPEMean absolute percentage error0.0747
SAESum of the absolute errors1.4536
When In8bio Inc prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any In8bio Inc trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent In8bio observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for In8bio

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as In8bio Inc. 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
0.020.3012.77
Details
Intrinsic
Valuation
LowRealHigh
0.173.4815.95
Details
4 Analysts
Consensus
LowTargetHigh
11.8313.0014.43
Details
Earnings
Estimates (0)
LowProjected EPSHigh
-0.15-0.14-0.13
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as In8bio. Your research has to be compared to or analyzed against In8bio's peers to derive any actionable benefits. When done correctly, In8bio'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 In8bio Inc.

Other Forecasting Options for In8bio

For every potential investor in In8bio, whether a beginner or expert, In8bio's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. In8bio Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in In8bio. Basic forecasting techniques help filter out the noise by identifying In8bio's price trends.

View In8bio Related Equities

 Risk & Return  Correlation

In8bio Inc 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 In8bio'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 In8bio's current price.

In8bio Market Strength Events

Market strength indicators help investors to evaluate how In8bio stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading In8bio shares will generate the highest return on investment. By undertsting and applying In8bio stock market strength indicators, traders can identify In8bio Inc entry and exit signals to maximize returns.

In8bio Risk Indicators

The analysis of In8bio'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 In8bio's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting in8bio 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 In8bio Inc offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of In8bio'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 In8bio Inc Stock. Outlined below are crucial reports that will aid in making a well-informed decision on In8bio Inc Stock:
Check out Historical Fundamental Analysis of In8bio to cross-verify your projections.
You can also try the Fundamental Analysis module to view fundamental data based on most recent published financial statements.
Is Biotechnology 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 In8bio. If investors know In8bio 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 In8bio listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share
(0.74)
Return On Assets
(0.78)
Return On Equity
(1.80)
The market value of In8bio Inc is measured differently than its book value, which is the value of In8bio that is recorded on the company's balance sheet. Investors also form their own opinion of In8bio's value that differs from its market value or its book value, called intrinsic value, which is In8bio'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 In8bio's market value can be influenced by many factors that don't directly affect In8bio'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 In8bio's value and its price as these two are different measures arrived at by different means. Investors typically determine if In8bio is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, In8bio'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.