PTC Stock Forward View - Polynomial Regression

PTC Stock  USD 156.13  2.65  1.73%   
PTC Stock outlook is based on your current time horizon. Investors can use this forecasting interface to forecast PTC stock prices and determine the direction of PTC Inc's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of PTC's historical fundamentals, such as revenue growth or operating cash flow patterns.
At the present time, the relative strength indicator of PTC's share price is approaching 33 indicating that the stock is in nutural position, most likellhy at or near its support level. The main point of RSI analysis is to track how fast people are buying or selling PTC, making its price go up or down.

Momentum 33

 Sell Stretched

 
Oversold
 
Overbought
The successful prediction of PTC's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with PTC Inc, which may create opportunities for some arbitrage if properly timed. Below are the key fundamental drivers impacting PTC's stock price prediction:
Quarterly Earnings Growth
1.748
EPS Estimate Next Quarter
1.4613
EPS Estimate Current Year
7.8376
EPS Estimate Next Year
8.6637
Wall Street Target Price
208
Using PTC hype-based prediction, you can estimate the value of PTC Inc from the perspective of PTC response to recently generated media hype and the effects of current headlines on its competitors. We also analyze overall investor sentiment towards PTC using PTC's stock options and short interest. It helps to benchmark the overall future attitude of investors towards PTC using crowd psychology based on the activity and movement of PTC's stock price.

PTC Short Interest

A significant increase or decrease in PTC's short interest from the previous month could be a good indicator of investor sentiment towards PTC. Short interest can provide insight into the potential direction of PTC stock and how bullish or bearish investors feel about the market overall.
200 Day MA
183.9977
Short Percent
0.0453
Short Ratio
4.14
Shares Short Prior Month
3.7 M
50 Day MA
171.6034

PTC Relative Strength Index

The Polynomial Regression forecasted value of PTC Inc on the next trading day is expected to be 150.58 with a mean absolute deviation of 2.30 and the sum of the absolute errors of 140.23.

PTC Inc Hype to Price Pattern

Investor biases related to PTC's public news can be used to forecast risks associated with an investment in PTC. The trend in average sentiment can be used to explain how an investor holding PTC can time the market purely based on public headlines and social activities around PTC Inc. Please note that most equities that are difficult to arbitrage are affected by market sentiment the most.
Some investors profit by finding stocks that are overvalued or undervalued based on market sentiment. The correlation of PTC's market sentiment to its price can help taders to make decisions based on the overall investors consensus about PTC.

PTC Implied Volatility

    
  0.46  
PTC's implied volatility exposes the market's sentiment of PTC Inc stock's possible movements over time. However, it does not forecast the overall direction of its price. In a nutshell, if PTC's implied volatility is high, the market thinks the stock has potential for high price swings in either direction. On the other hand, the low implied volatility suggests that PTC stock will not fluctuate a lot when PTC's options are near their expiration.
The Polynomial Regression forecasted value of PTC Inc on the next trading day is expected to be 150.58 with a mean absolute deviation of 2.30 and the sum of the absolute errors of 140.23.

PTC after-hype prediction price

    
  USD 156.13  
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 stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
Check out Historical Fundamental Analysis of PTC to cross-verify your projections.

Prediction based on Rule 16 of the current PTC contract

Based on the Rule 16, the options market is currently suggesting that PTC Inc will have an average daily up or down price movement of about 0.0288% per day over the life of the 2026-04-17 option contract. With PTC trading at USD 156.13, that is roughly USD 0.0449 . If you think that the market is fully incorporating PTC's daily price movement you should consider acquiring PTC Inc options at the current volatility level of 0.46%. But if you have an opposite viewpoint you should avoid it and even consider selling them.

Open Interest Against 2026-04-17 PTC Option Contracts

Although open interest is a measure utilized in the options markets, it could be used to forecast PTC's spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in PTC's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for PTC stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current PTC's open interest, investors have to compare it to PTC's spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of PTC is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in PTC. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.

PTC Additional Predictive Modules

Most predictive techniques to examine PTC price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for PTC using various technical indicators. When you analyze PTC 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.
PTC polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for PTC Inc as well as the accuracy indicators are determined from the period prices.

PTC Polynomial Regression Price Forecast For the 2nd of February

Given 90 days horizon, the Polynomial Regression forecasted value of PTC Inc on the next trading day is expected to be 150.58 with a mean absolute deviation of 2.30, mean absolute percentage error of 9.02, and the sum of the absolute errors of 140.23.
Please note that although there have been many attempts to predict PTC 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 PTC's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

PTC Stock Forecast Pattern

Backtest PTC  PTC Price Prediction  Buy or Sell Advice  

PTC Forecasted Value

In the context of forecasting PTC'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. PTC's downside and upside margins for the forecasting period are 148.78 and 152.38, respectively. We have considered PTC'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
156.13
148.78
Downside
150.58
Expected Value
152.38
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 PTC stock data series using in forecasting. Note that when a statistical model is used to represent PTC 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 Criteria120.31
BiasArithmetic mean of the errors None
MADMean absolute deviation2.2988
MAPEMean absolute percentage error0.0133
SAESum of the absolute errors140.2272
A single variable polynomial regression model attempts to put a curve through the PTC 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 PTC

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as PTC 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of PTC's 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
154.33156.13157.93
Details
Intrinsic
Valuation
LowRealHigh
139.62141.42171.74
Details
Bollinger
Band Projection (param)
LowMiddleHigh
154.22167.14180.06
Details
20 Analysts
Consensus
LowTargetHigh
189.28208.00230.88
Details

PTC After-Hype Price Density Analysis

As far as predicting the price of PTC at your current risk attitude, this probability distribution graph shows the chance that the prediction will fall between or within a specific range. We use this chart to confirm that your returns on investing in PTC or, for that matter, your successful expectations of its future price, cannot be replicated consistently. Please note, a large amount of money has been lost over the years by many investors who confused the symmetrical distributions of Stock prices, such as prices of PTC, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

PTC Estimiated After-Hype Price Volatility

In the context of predicting PTC's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on PTC's historical news coverage. PTC's after-hype downside and upside margins for the prediction period are 154.33 and 157.93, respectively. We have considered PTC's daily market price in relation to the headlines to evaluate this method's predictive performance. Remember, however, there is no scientific proof or empirical evidence that news-based prediction models outperform traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
156.13
154.33
Downside
156.13
After-hype Price
157.93
Upside
PTC is very steady at this time. Analysis and calculation of next after-hype price of PTC Inc is based on 3 months time horizon.

PTC Stock Price Outlook Analysis

Have you ever been surprised when a price of a Company such as PTC is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading PTC backward and forwards among themselves. Have you ever observed a lot of a particular company's price movement is driven by press releases or news about the company that has nothing to do with actual earnings? Usually, hype to individual companies acts as price momentum. If not enough favorable publicity is forthcoming, the Stock price eventually runs out of speed. So, the rule of thumb here is that as long as this news hype has nothing to do with immediate earnings, you should pay more attention to it. If you see this tendency with PTC, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.38 
1.80
  0.33 
  0.18 
10 Events / Month
7 Events / Month
In about 10 days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
156.13
156.13
0.00 
206.90  
Notes

PTC Hype Timeline

On the 1st of February PTC Inc is traded for 156.13. The entity has historical hype elasticity of 0.33, and average elasticity to hype of competition of 0.18. PTC is anticipated not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is over 100%. The immediate return on the next news is anticipated to be very small, whereas the daily expected return is at this time at -0.38%. %. The volatility of related hype on PTC is about 378.15%, with the expected price after the next announcement by competition of 156.31. About 100.0% of the company shares are owned by institutional investors. The book value of PTC was at this time reported as 32.01. The company has Price/Earnings To Growth (PEG) ratio of 1.57. PTC Inc recorded earning per share (EPS) of 6.18. The entity had not issued any dividends in recent years. The firm had 2:5 split on the 28th of February 2006. Considering the 90-day investment horizon the next anticipated press release will be in about 10 days.
Check out Historical Fundamental Analysis of PTC to cross-verify your projections.

PTC Related Hype Analysis

Having access to credible news sources related to PTC's direct competition is more important than ever and may enhance your ability to predict PTC's future price movements. Getting to know how PTC's peers react to changing market sentiment, related social signals, and mainstream news is a great way to find investing opportunities and time the market. The summary table below summarizes the essential lagging indicators that can help you analyze how PTC may potentially react to the hype associated with one of its peers.
Hype
Elasticity
News
Density
Semi
Deviation
Information
Ratio
Potential
Upside
Value
At Risk
Maximum
Drawdown
TTDTrade Desk 1.08 10 per month 0.00 (0.35) 3.39 (4.79) 13.95 
FIGFigma Inc(1.98)8 per month 0.00 (0.32) 4.48 (6.77) 16.68 
SSNCSSC Technologies Holdings 0.83 11 per month 0.00 (0.09) 1.52 (2.13) 5.01 
ZMZoom Video Communications 1.47 12 per month 1.75  0.04  3.85 (3.33) 15.07 
GRABGrab Holdings(0.70)18 per month 0.00 (0.19) 3.95 (4.32) 12.33 
TYLTyler Technologies(0.01)8 per month 0.00 (0.26) 1.45 (3.99) 13.23 
JBLJabil Circuit 0.87 4 per month 2.70  0.06  4.27 (5.03) 12.48 
VRSNVeriSign 0.88 10 per month 0.00 (0.04) 1.99 (2.77) 6.57 
FLEXFlex 1.05 11 per month 2.63 (0.02) 5.23 (4.13) 12.35 
MSTRMicroStrategy Incorporated 1.27 7 per month 0.00 (0.24) 5.78 (7.76) 16.26 

Other Forecasting Options for PTC

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

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

PTC Market Strength Events

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

PTC Risk Indicators

The analysis of PTC'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 PTC's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ptc 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.

Story Coverage note for PTC

The number of cover stories for PTC depends on current market conditions and PTC's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that PTC is classified under. However, while its typical story may have numerous social followers, the rapid visibility can also attract short-sellers, who usually are skeptical about PTC's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

PTC Short Properties

PTC's future price predictability will typically decrease when PTC's long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of PTC Inc often depends not only on the future outlook of the potential PTC's investors but also on the ongoing dynamics between investors with different trading styles. Because the market risk indicators may have small false signals, it is better to identify suitable times to hedge a portfolio using different long/short signals. PTC's indicators that are reflective of the short sentiment are summarized in the table below.
Common Stock Shares Outstanding120.8 M
Cash And Short Term Investments184.4 M
When determining whether PTC Inc offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of PTC'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 Ptc Inc Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Ptc Inc Stock:
Will Application Software sector continue expanding? Could PTC diversify its offerings? Factors like these will boost the valuation of PTC. Anticipated expansion of PTC directly elevates investor willingness to pay premium valuations. Accurate valuation requires analyzing both current fundamentals and future growth trajectories. Every PTC data point contributes insight, yet successful analysis hinges on identifying the most consequential variables.
Quarterly Earnings Growth
1.748
Earnings Share
6.18
Revenue Per Share
22.826
Quarterly Revenue Growth
0.427
Return On Assets
0.0969
The market value of PTC Inc is measured differently than its book value, which is the value of PTC that is recorded on the company's balance sheet. Investors also form their own opinion of PTC's value that differs from its market value or its book value, called intrinsic value, which is PTC's true underlying value. Seasoned market participants apply comprehensive analytical frameworks to derive fundamental worth and identify mispriced opportunities. Because PTC's market value can be influenced by many factors that don't directly affect PTC's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
It's important to distinguish between PTC's intrinsic value and market price, which are calculated using different methodologies. Investment decisions regarding PTC should consider multiple factors including financial performance, growth metrics, competitive position, and professional analysis. Meanwhile, PTC's quoted price indicates the marketplace figure where supply meets demand through bilateral consent.