PAR Technology Stock Forecast - Naive Prediction

PAR Stock  USD 78.33  0.92  1.19%   
The Naive Prediction forecasted value of PAR Technology on the next trading day is expected to be 79.50 with a mean absolute deviation of 1.75 and the sum of the absolute errors of 106.70. PAR Stock Forecast is based on your current time horizon. Although PAR Technology's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of PAR Technology's systematic risk associated with finding meaningful patterns of PAR Technology fundamentals over time.
  
At this time, PAR Technology's Inventory Turnover is relatively stable compared to the past year. As of 11/26/2024, Payables Turnover is likely to grow to 13.77, while Receivables Turnover is likely to drop 3.83. . As of 11/26/2024, Common Stock Shares Outstanding is likely to drop to about 16.5 M. In addition to that, Net Loss is likely to grow to about (59.3 M).

PAR Technology Cash Forecast

Forecasting financial indicators like cash flow involves analysts applying various statistical methods, techniques, and algorithms. These tools reveal hidden trends within the PAR Technology's financial statements to estimate their effects on upcoming price movements.
 
Cash  
First Reported
1985-12-31
Previous Quarter
114.9 M
Current Value
105.8 M
Quarterly Volatility
39.2 M
 
Black Monday
 
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Covid
A naive forecasting model for PAR Technology is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of PAR Technology value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

PAR Technology Naive Prediction Price Forecast For the 27th of November

Given 90 days horizon, the Naive Prediction forecasted value of PAR Technology on the next trading day is expected to be 79.50 with a mean absolute deviation of 1.75, mean absolute percentage error of 5.14, and the sum of the absolute errors of 106.70.
Please note that although there have been many attempts to predict PAR 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 PAR Technology's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

PAR Technology Stock Forecast Pattern

Backtest PAR TechnologyPAR Technology Price PredictionBuy or Sell Advice 

PAR Technology Forecasted Value

In the context of forecasting PAR Technology'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. PAR Technology's downside and upside margins for the forecasting period are 76.95 and 82.06, respectively. We have considered PAR Technology'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
78.33
79.50
Expected Value
82.06
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of PAR Technology stock data series using in forecasting. Note that when a statistical model is used to represent PAR Technology 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 Criteria119.7473
BiasArithmetic mean of the errors None
MADMean absolute deviation1.7493
MAPEMean absolute percentage error0.0292
SAESum of the absolute errors106.7047
This model is not at all useful as a medium-long range forecasting tool of PAR Technology. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict PAR Technology. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for PAR Technology

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as PAR Technology. 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
76.5079.0581.60
Details
Intrinsic
Valuation
LowRealHigh
62.4765.0286.16
Details
10 Analysts
Consensus
LowTargetHigh
41.7345.8650.90
Details
Earnings
Estimates (0)
LowProjected EPSHigh
-0.23-0.19-0.16
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as PAR Technology. Your research has to be compared to or analyzed against PAR Technology's peers to derive any actionable benefits. When done correctly, PAR Technology's 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 PAR Technology.

Other Forecasting Options for PAR Technology

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

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

PAR Technology 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 PAR Technology's 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 PAR Technology's current price.

PAR Technology Market Strength Events

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

PAR Technology Risk Indicators

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

Pair Trading with PAR Technology

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if PAR Technology position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in PAR Technology will appreciate offsetting losses from the drop in the long position's value.

Moving together with PAR Stock

  0.9EHGO Eshallgo Class APairCorr
  0.82CSCO Cisco Systems Aggressive PushPairCorr
  0.69INTC Intel Fiscal Year End 23rd of January 2025 PairCorr
  0.74ASAN Asana IncPairCorr

Moving against PAR Stock

  0.89KO Coca Cola Aggressive PushPairCorr
  0.84MRK Merck Company Fiscal Year End 6th of February 2025 PairCorr
  0.61BA Boeing Fiscal Year End 29th of January 2025 PairCorr
  0.34MMM 3M Company Fiscal Year End 28th of January 2025 PairCorr
The ability to find closely correlated positions to PAR Technology could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace PAR Technology when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back PAR Technology - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling PAR Technology to buy it.
The correlation of PAR Technology is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as PAR Technology moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if PAR Technology moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for PAR Technology can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching

Additional Tools for PAR Stock Analysis

When running PAR Technology's price analysis, check to measure PAR Technology's 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 PAR Technology is operating at the current time. Most of PAR Technology's value examination focuses on studying past and present price action to predict the probability of PAR Technology's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move PAR Technology's price. Additionally, you may evaluate how the addition of PAR Technology to your portfolios can decrease your overall portfolio volatility.