TechnoPro Holdings Stock Forecast - Polynomial Regression

30T Stock  EUR 17.00  0.30  1.80%   
The Polynomial Regression forecasted value of TechnoPro Holdings on the next trading day is expected to be 17.28 with a mean absolute deviation of 0.29 and the sum of the absolute errors of 17.50. TechnoPro Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of TechnoPro Holdings' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
TechnoPro Holdings polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for TechnoPro Holdings as well as the accuracy indicators are determined from the period prices.

TechnoPro Holdings Polynomial Regression Price Forecast For the 26th of November

Given 90 days horizon, the Polynomial Regression forecasted value of TechnoPro Holdings on the next trading day is expected to be 17.28 with a mean absolute deviation of 0.29, mean absolute percentage error of 0.14, and the sum of the absolute errors of 17.50.
Please note that although there have been many attempts to predict TechnoPro 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 TechnoPro Holdings' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

TechnoPro Holdings Stock Forecast Pattern

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TechnoPro Holdings Forecasted Value

In the context of forecasting TechnoPro Holdings' 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. TechnoPro Holdings' downside and upside margins for the forecasting period are 15.68 and 18.88, respectively. We have considered TechnoPro Holdings' 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
17.00
17.28
Expected Value
18.88
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 TechnoPro Holdings stock data series using in forecasting. Note that when a statistical model is used to represent TechnoPro Holdings 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 Criteria116.1418
BiasArithmetic mean of the errors None
MADMean absolute deviation0.2869
MAPEMean absolute percentage error0.0166
SAESum of the absolute errors17.5034
A single variable polynomial regression model attempts to put a curve through the TechnoPro Holdings 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 TechnoPro Holdings

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as TechnoPro Holdings. 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
15.3917.0018.61
Details
Intrinsic
Valuation
LowRealHigh
14.2115.8217.43
Details
Bollinger
Band Projection (param)
LowMiddleHigh
16.6216.9017.18
Details

Other Forecasting Options for TechnoPro Holdings

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

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

TechnoPro Holdings 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 TechnoPro Holdings' 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 TechnoPro Holdings' current price.

TechnoPro Holdings Market Strength Events

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

TechnoPro Holdings Risk Indicators

The analysis of TechnoPro Holdings' 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 TechnoPro Holdings' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting technopro 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.

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Other Information on Investing in TechnoPro Stock

TechnoPro Holdings financial ratios help investors to determine whether TechnoPro Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in TechnoPro with respect to the benefits of owning TechnoPro Holdings security.