Safeguard Scientifics OTC Stock Forecast - Polynomial Regression

SFES Stock   0.80  0.01  1.27%   
The Polynomial Regression forecasted value of Safeguard Scientifics on the next trading day is expected to be 0.84 with a mean absolute deviation of 0.02 and the sum of the absolute errors of 1.14. Safeguard OTC Stock Forecast is based on your current time horizon.
At this time the value of rsi of Safeguard Scientifics' share price is below 20 . This usually implies that the otc stock is significantly oversold. The fundamental principle of the Relative Strength Index (RSI) is to quantify the velocity at which market participants are driving the price of a financial instrument upwards or downwards.

Momentum 0

 Sell Peaked

 
Oversold
 
Overbought
Safeguard Scientifics stock price prediction is an act of determining the future value of Safeguard Scientifics shares using few different conventional methods such as EPS estimation, analyst consensus, or fundamental intrinsic valuation. The successful prediction of Safeguard Scientifics' future price could yield a significant profit. Please, note that this module is not intended to be used solely to calculate an intrinsic value of Safeguard Scientifics and does not consider all of the tangible or intangible factors available from Safeguard Scientifics' fundamental data. We analyze noise-free headlines and recent hype associated with Safeguard Scientifics, which may create opportunities for some arbitrage if properly timed.
It is a matter of debate whether otc price prediction based on information in financial news can generate a strong buy or sell signal. We use our internally-built news screening methodology to estimate the value of Safeguard Scientifics based on different types of headlines from major news networks to social media. Using Safeguard Scientifics hype-based prediction, you can estimate the value of Safeguard Scientifics from the perspective of Safeguard Scientifics response to recently generated media hype and the effects of current headlines on its competitors.
The Polynomial Regression forecasted value of Safeguard Scientifics on the next trading day is expected to be 0.84 with a mean absolute deviation of 0.02 and the sum of the absolute errors of 1.14.

Safeguard Scientifics after-hype prediction price

    
  USD 0.8  
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as otc price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
  
Check out Historical Fundamental Analysis of Safeguard Scientifics to cross-verify your projections.

Safeguard Scientifics Additional Predictive Modules

Most predictive techniques to examine Safeguard price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Safeguard using various technical indicators. When you analyze Safeguard charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.
Safeguard Scientifics polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Safeguard Scientifics as well as the accuracy indicators are determined from the period prices.

Safeguard Scientifics Polynomial Regression Price Forecast For the 3rd of January

Given 90 days horizon, the Polynomial Regression forecasted value of Safeguard Scientifics on the next trading day is expected to be 0.84 with a mean absolute deviation of 0.02, mean absolute percentage error of 0.0009, and the sum of the absolute errors of 1.14.
Please note that although there have been many attempts to predict Safeguard OTC 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 Safeguard Scientifics' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Safeguard Scientifics OTC Stock Forecast Pattern

Backtest Safeguard ScientificsSafeguard Scientifics Price PredictionBuy or Sell Advice 

Safeguard Scientifics Forecasted Value

In the context of forecasting Safeguard Scientifics' OTC 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. Safeguard Scientifics' downside and upside margins for the forecasting period are 0.01 and 4.96, respectively. We have considered Safeguard Scientifics' 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
0.80
0.84
Expected Value
4.96
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 Safeguard Scientifics otc stock data series using in forecasting. Note that when a statistical model is used to represent Safeguard Scientifics otc 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 Criteria111.0523
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0188
MAPEMean absolute percentage error0.0232
SAESum of the absolute errors1.1446
A single variable polynomial regression model attempts to put a curve through the Safeguard Scientifics 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 Safeguard Scientifics

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Safeguard Scientifics. Regardless of method or technology, however, to accurately forecast the otc stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the otc 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 Safeguard Scientifics' 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
0.040.804.92
Details
Intrinsic
Valuation
LowRealHigh
0.030.674.79
Details

Other Forecasting Options for Safeguard Scientifics

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

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

Safeguard Scientifics Technical and Predictive Analytics

The otc stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Safeguard Scientifics' 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 Safeguard Scientifics' current price.

Safeguard Scientifics Market Strength Events

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

Safeguard Scientifics Risk Indicators

The analysis of Safeguard Scientifics' 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 Safeguard Scientifics' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting safeguard otc 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.

Thematic Opportunities

Explore Investment Opportunities

Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
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Additional Tools for Safeguard OTC Stock Analysis

When running Safeguard Scientifics' price analysis, check to measure Safeguard Scientifics' market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Safeguard Scientifics is operating at the current time. Most of Safeguard Scientifics' value examination focuses on studying past and present price action to predict the probability of Safeguard Scientifics' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Safeguard Scientifics' price. Additionally, you may evaluate how the addition of Safeguard Scientifics to your portfolios can decrease your overall portfolio volatility.