Sigilon Therapeutics Stock Forecast - Polynomial Regression

SGTXDelisted Stock  USD 21.11  0.33  1.54%   
The Polynomial Regression forecasted value of Sigilon Therapeutics on the next trading day is expected to be 26.66 with a mean absolute deviation of 2.83 and the sum of the absolute errors of 172.41. Sigilon Stock Forecast is based on your current time horizon.
  
Sigilon Therapeutics polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Sigilon Therapeutics as well as the accuracy indicators are determined from the period prices.

Sigilon Therapeutics Polynomial Regression Price Forecast For the 24th of November

Given 90 days horizon, the Polynomial Regression forecasted value of Sigilon Therapeutics on the next trading day is expected to be 26.66 with a mean absolute deviation of 2.83, mean absolute percentage error of 13.81, and the sum of the absolute errors of 172.41.
Please note that although there have been many attempts to predict Sigilon 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 Sigilon Therapeutics' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Sigilon Therapeutics Stock Forecast Pattern

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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 Sigilon Therapeutics stock data series using in forecasting. Note that when a statistical model is used to represent Sigilon 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 Criteria120.7359
BiasArithmetic mean of the errors None
MADMean absolute deviation2.8263
MAPEMean absolute percentage error0.3768
SAESum of the absolute errors172.4064
A single variable polynomial regression model attempts to put a curve through the Sigilon Therapeutics 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 Sigilon 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 Sigilon 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 Sigilon 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
21.1121.1121.11
Details
Intrinsic
Valuation
LowRealHigh
14.5914.5923.22
Details
Bollinger
Band Projection (param)
LowMiddleHigh
21.0721.1321.20
Details

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 Risk & Return  Correlation

Sigilon Therapeutics Market Strength Events

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

Sigilon Therapeutics Risk Indicators

The analysis of Sigilon 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 Sigilon Therapeutics' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting sigilon 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.
Check out World Market Map to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in estimate.
You can also try the ETF Categories module to list of ETF categories grouped based on various criteria, such as the investment strategy or type of investments.

Other Consideration for investing in Sigilon Stock

If you are still planning to invest in Sigilon Therapeutics check if it may still be traded through OTC markets such as Pink Sheets or OTC Bulletin Board. You may also purchase it directly from the company, but this is not always possible and may require contacting the company directly. Please note that delisted stocks are often considered to be more risky investments, as they are no longer subject to the same regulatory and reporting requirements as listed stocks. Therefore, it is essential to carefully research the Sigilon Therapeutics' history and understand the potential risks before investing.
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