Lunai Bioworks Stock Forecast - Simple Exponential Smoothing

LNAI Stock   0.99  0.04  3.88%   
The Simple Exponential Smoothing forecasted value of Lunai Bioworks on the next trading day is expected to be 0.99 with a mean absolute deviation of 0.07 and the sum of the absolute errors of 4.26. Lunai Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Lunai Bioworks' historical fundamentals, such as revenue growth or operating cash flow patterns.
Lunai Bioworks simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for Lunai Bioworks are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Lunai Bioworks prices get older.

Lunai Bioworks Simple Exponential Smoothing Price Forecast For the 26th of December

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Lunai Bioworks on the next trading day is expected to be 0.99 with a mean absolute deviation of 0.07, mean absolute percentage error of 0.01, and the sum of the absolute errors of 4.26.
Please note that although there have been many attempts to predict Lunai 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 Lunai Bioworks' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Lunai Bioworks Stock Forecast Pattern

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Lunai Bioworks Forecasted Value

In the context of forecasting Lunai Bioworks' 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. Lunai Bioworks' downside and upside margins for the forecasting period are 0.01 and 10.60, respectively. We have considered Lunai Bioworks' 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
0.99
0.99
Expected Value
10.60
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Lunai Bioworks stock data series using in forecasting. Note that when a statistical model is used to represent Lunai Bioworks 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 Criteria111.7097
BiasArithmetic mean of the errors 0.0096
MADMean absolute deviation0.071
MAPEMean absolute percentage error0.0624
SAESum of the absolute errors4.2588
This simple exponential smoothing model begins by setting Lunai Bioworks forecast for the second period equal to the observation of the first period. In other words, recent Lunai Bioworks observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Lunai Bioworks

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Lunai Bioworks. 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
0.050.9910.60
Details
Intrinsic
Valuation
LowRealHigh
0.050.9110.52
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Lunai Bioworks. Your research has to be compared to or analyzed against Lunai Bioworks' peers to derive any actionable benefits. When done correctly, Lunai Bioworks' 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 Lunai Bioworks.

Other Forecasting Options for Lunai Bioworks

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

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

Lunai Bioworks 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 Lunai Bioworks' 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 Lunai Bioworks' current price.

Lunai Bioworks Market Strength Events

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

Lunai Bioworks Risk Indicators

The analysis of Lunai Bioworks' 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 Lunai Bioworks' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting lunai 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 Lunai Bioworks offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Lunai Bioworks' 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 Lunai Bioworks Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Lunai Bioworks Stock:
Check out Historical Fundamental Analysis of Lunai Bioworks to cross-verify your projections.
For more detail on how to invest in Lunai Stock please use our How to Invest in Lunai Bioworks guide.
You can also try the Money Managers module to screen money managers from public funds and ETFs managed around the world.
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 Lunai Bioworks. If investors know Lunai 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 Lunai Bioworks listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
The market value of Lunai Bioworks is measured differently than its book value, which is the value of Lunai that is recorded on the company's balance sheet. Investors also form their own opinion of Lunai Bioworks' value that differs from its market value or its book value, called intrinsic value, which is Lunai Bioworks' 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 Lunai Bioworks' market value can be influenced by many factors that don't directly affect Lunai Bioworks' 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 Lunai Bioworks' value and its price as these two are different measures arrived at by different means. Investors typically determine if Lunai Bioworks is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Lunai Bioworks' 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.