Progress Software Stock Forecast - 4 Period Moving Average

PRGS Stock  USD 67.56  2.08  2.99%   
The 4 Period Moving Average forecasted value of Progress Software on the next trading day is expected to be 68.66 with a mean absolute deviation of 1.20 and the sum of the absolute errors of 69.59. Progress Stock Forecast is based on your current time horizon.
  
At this time, Progress Software's Receivables Turnover is comparatively stable compared to the past year. Fixed Asset Turnover is likely to gain to 19.34 in 2024, whereas Inventory Turnover is likely to drop 13.84 in 2024. . Common Stock Shares Outstanding is likely to gain to about 44.4 M in 2024. Net Income Applicable To Common Shares is likely to gain to about 114.8 M in 2024.
A four-period moving average forecast model for Progress Software is based on an artificially constructed daily price series in which the value for a given day is replaced by the mean of that value and the values for four preceding and succeeding time periods. This model is best suited to forecast equities with high volatility.

Progress Software 4 Period Moving Average Price Forecast For the 29th of November

Given 90 days horizon, the 4 Period Moving Average forecasted value of Progress Software on the next trading day is expected to be 68.66 with a mean absolute deviation of 1.20, mean absolute percentage error of 3.52, and the sum of the absolute errors of 69.59.
Please note that although there have been many attempts to predict Progress 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 Progress Software's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Progress Software Stock Forecast Pattern

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Progress Software Forecasted Value

In the context of forecasting Progress Software'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. Progress Software's downside and upside margins for the forecasting period are 66.68 and 70.65, respectively. We have considered Progress Software'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
67.56
68.66
Expected Value
70.65
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Progress Software stock data series using in forecasting. Note that when a statistical model is used to represent Progress Software 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 Criteria113.8553
BiasArithmetic mean of the errors -0.4772
MADMean absolute deviation1.1998
MAPEMean absolute percentage error0.0182
SAESum of the absolute errors69.59
The four period moving average method has an advantage over other forecasting models in that it does smooth out peaks and troughs in a set of daily price observations of Progress Software. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for Progress Software and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for Progress Software

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Progress Software. 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
65.8567.8269.79
Details
Intrinsic
Valuation
LowRealHigh
60.8070.0772.04
Details
Bollinger
Band Projection (param)
LowMiddleHigh
65.4567.8870.32
Details
7 Analysts
Consensus
LowTargetHigh
57.3363.0069.93
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Progress Software. Your research has to be compared to or analyzed against Progress Software's peers to derive any actionable benefits. When done correctly, Progress Software'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 Progress Software.

Other Forecasting Options for Progress Software

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

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

Progress Software 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 Progress Software'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 Progress Software's current price.

Progress Software Market Strength Events

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

Progress Software Risk Indicators

The analysis of Progress Software'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 Progress Software's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting progress 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 Progress Stock Analysis

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