CSG Systems Stock Forward View - Polynomial Regression
| CSGS Stock | USD 80.01 0.04 0.05% |
Momentum
Sell Peaked
Oversold | Overbought |
Quarterly Earnings Growth -0.80 | EPS Estimate Next Quarter 1.1933 | EPS Estimate Current Year 5.1267 | EPS Estimate Next Year 5.4675 | Wall Street Target Price 80.7 |
The hype summary for CSG Systems International aligns attention signals with price movement and peers. Sentiment context for CSG Systems is drawn from options positioning and short interest patterns.
CSG Systems Short Interest Pattern
Short interest in CSG Systems is a useful contrarian indicator. Extreme levels of short interest can precede sharp short-covering rallies if positive news surprises the market.
200 Day MA 70.883 | Short Percent 0.2029 | Short Ratio 10.18 | Shares Short Prior Month 3.6 M | 50 Day MA 79.51 |
RSI Summary for CSG
The Polynomial Regression forecasted value of CSG Systems International on the next trading day is expected to be 80.00 with a mean absolute deviation of 0.31 and the sum of the absolute errors of 18.66.News Attention and Price Pattern for CSG Systems International
CSG Systems' news sentiment aggregates headline tone and social media engagement to build a real-time gauge of investor psychology around CSG. Sentiment extremes often precede price reversals.
The correlation between CSG Systems' news sentiment and price provides a measurable basis for market timing. A strong positive correlation suggests sentiment is currently driving price; a negative one may indicate a potential reversal.
CSG Systems Implied Volatility | 0.31 |
Unlike historical volatility, which measures past price movements, CSG Systems' implied volatility is a real-time gauge of how much uncertainty the options market is pricing into CSG Systems's future price action.
The Polynomial Regression forecasted value of CSG Systems International on the next trading day is expected to be 80.00 with a mean absolute deviation of 0.31 and the sum of the absolute errors of 18.66.CSG Systems after-hype prediction price | $ 80.01 |
Attention metrics here are presented with forecasting, technical, analyst, and earnings context.
Historical Fundamental Analysis of CSG Systems can be used to cross-verify projections for CSG Systems. The historical view provides additional context.Rule 16 Overview for current CSG contract
Rule 16 converts implied volatility into an estimated daily move of about 1.94% for 2026-06-18 options. At a recent price around $ 80.01, the implied daily move is approximately $ 1.55 , which is informational only.
Open Interest vs. 2026-06-18 CSG Options
The open interest measure summarizes active contracts for CSG Systems and can be paired with trend context.
CSG Systems Additional Predictive Modules
Predictive models for CSG Systems combine technical indicators with statistical methods to estimate probable price trajectories. Combining multiple forecasting approaches can reduce model-specific bias and improve reliability.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Polynomial Regression Price Forecast For the 18th of March 2026
Given 90 days horizon, the Polynomial Regression forecasted value of CSG Systems International on the next trading day is expected to be 80.00 with a mean absolute deviation of 0.31 , mean absolute percentage error of 0.20 , and the sum of the absolute errors of 18.66 .Please note that although there have been many attempts to predict CSG Stock prices using its time series forecasting, we generally do not suggest using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that CSG Systems' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest CSG Systems | CSG Systems Price Prediction | Research Analysis |
Forecasted Value
For the next trading day, Macroaxis evaluates CSG Systems' predictive range by looking for statistically meaningful downside and upside boundaries. The projected forecast band currently runs from roughly 79.59 on the downside to about 80.41 on the 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 CSG Systems stock data series using in forecasting. Note that when a statistical model is used to represent CSG Systems 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.| AIC | Akaike Information Criteria | 116.5033 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.3058 |
| MAPE | Mean absolute percentage error | 0.0039 |
| SAE | Sum of the absolute errors | 18.6563 |
Mean reversion in CSG Systems' price occurs when temporary dislocations - caused by sentiment extremes, news events, or liquidity shocks - correct back toward the stock's historical fair value.
After-Hype Price Density Analysis
Understanding CSG Systems' probability distribution helps investors calibrate position size to their risk tolerance. The tails of the CSG Systems distribution capture low-probability but high-impact outcomes that naive point estimates ignore.
Next price density |
| Expected price to next headline |
Estimiated After-Hype Price Volatility
Using CSG Systems' historical news impact data, we estimate the likely price corridor for the next trading session after a significant headline. CSG Systems' after-hype downside and upside margins for the prediction period are 79.60 and 80.42, respectively. Note that past news reactions for CSG Systems are not guaranteed to repeat, particularly in novel market environments.
Current Value
The next after-hype price estimate for CSG Systems International is modeled on a 3 months horizon and is intended to show how price could normalize after sentiment pressure fades. The objective is to separate event-driven enthusiasm from a more stable price path once the market absorbs the catalyst.
Price Outlook Analysis
Have you ever been surprised when a price of a Company such as CSG Systems is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading CSG Systems 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 CSG Systems, there might be something going there, and it might present an excellent short sale opportunity.
| Expected Return | Period Volatility | Hype Elasticity | Related Elasticity | News Density | Related Density | Expected Hype |
0.07 | 0.41 | 0.00 | 0.02 | 11 Events | 8 Events | In 11 days |
| Latest traded price | Expected after-news price | Potential return on next major news | Average after-hype volatility | |
80.01 | 80.01 | 0.00 |
|
Hype Timeline
CSG Systems International is currently traded for 80.01. The company stock is not elastic to its hype. The average elasticity to hype of competition is 0.02. CSG is forecasted 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 forecasted to be very small, whereas the daily expected return is currently at 0.07%. %. The volatility of related hype on CSG Systems is about 123.12%, with the expected price after the next announcement by competition of 80.03. About 96.0% of the company shares are held by institutions such as insurance companies. The company has Price/Earnings To Growth (PEG) ratio of 1.56. CSG Systems International had its last dividend issued on the 18th of March 2026. The company completed a 2:1 stock split on 8th of March 1999. Given the investment horizon of 90 days the next forecasted press release will be in 11 days. Historical Fundamental Analysis of CSG Systems can be used to cross-verify projections for CSG Systems. The historical view provides additional context.Related Hype Analysis
Understanding how CSG Systems' direct competitors react to news events helps investors anticipate contagion effects and sector-wide sentiment shifts that may affect CSG Systems's performance.
| HypeElasticity | NewsDensity | SemiDeviation | InformationRatio | PotentialUpside | ValueAt Risk | MaximumDrawdown | |||
| PAYO | Payoneer Global | -0.01 | 9 per month | 0.00 | -0.07 | 5.09 | -4.54 | 27.10 | |
| NTCT | NetScout Systems | 0.03 | 10 per month | 1.56 | 0.10 | 2.88 | -2.24 | 9.24 | |
| TDC | Teradata Corp | 0.31 | 10 per month | 0.00 | -0.03 | 3.32 | -5.40 | 41.05 | |
| ODD | ODDITY Tech Ltd | 0.52 | 9 per month | 0.00 | -0.19 | 5.26 | -8.02 | 55.97 | |
| APPN | Appian Corp | 0.90 | 17 per month | 0.00 | -0.24 | 3.84 | -4.53 | 17.60 | |
| EVCM | EverCommerce | 0.39 | 10 per month | 4.26 | 0.04 | 6.29 | -5.82 | 27.52 | |
| PGY | Pagaya Technologies | 0.38 | 9 per month | 0.00 | -0.21 | 6.60 | -9.05 | 35.83 | |
| MQ | Marqeta | -0.02 | 13 per month | 0.00 | -0.11 | 2.62 | -3.61 | 13.03 | |
| EVTC | Evertec | 1.36 | 10 per month | 2.01 | 0.05 | 2.60 | -2.78 | 12.12 | |
| FORTY | Formula Systems 1985 | -0.53 | 29 per month | 5.75 | 0.02 | 6.89 | -8.30 | 27.19 |
Other Forecasting Options for CSG Systems
The price movement of CSG is a central concern for all potential investors, regardless of their level of expertise. CSG Stock price charts can be difficult to interpret due to the noise present in the data.CSG Systems Related Equities
The following equities are related to CSG Systems within the Industrials space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing CSG Systems against peers on metrics such as P/E, margins, and return on equity helps contextualize its positioning and identify relative strengths or weaknesses.
| Risk & Return | Correlation |
CSG Systems Market Strength Events
Market strength indicators applied to CSG Systems stock help investors assess the relative momentum and resilience of the security in different market environments. By using these indicators, traders can make more informed decisions about when to buy or sell CSG Systems International.
CSG Systems Risk Indicators
Risk indicator analysis for CSG Systems is essential for accurately projecting its future price trajectory. By identifying the level of risk embedded in CSG Systems' investment, investors can make informed decisions about position sizing and risk mitigation.
| Mean Deviation | 0.1925 | |||
| Standard Deviation | 0.3958 | |||
| Variance | 0.1567 | |||
| Downside Variance | 0.04 | |||
| Semi Variance | -0.05 | |||
| Expected Short fall | -0.23 |
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 CSG Systems
A coverage review of CSG Systems International helps investors see when the security is attracting above-average attention from contributors and market observers. A disciplined read of coverage helps investors separate durable relevance from temporary noise.
Contributor Headline
Latest Perspective From Macroaxis
CSG Systems Short Properties
Short-interest signals around CSG Systems International can help investors judge whether skeptical positioning is starting to pressure price predictability and market tone. Used correctly, these measures can help investors decide when hedging or timing discipline may matter more than conviction alone.
| Common Stock Shares Outstanding | 28.2 M | |
| Cash And Short Term Investments | 180 M |
Additional Tools for CSG Stock Analysis
| Idea Optimizer Use advanced portfolio builder with pre-computed micro ideas to build optimal portfolio | |
| Portfolio Volatility Check portfolio volatility and analyze historical return density to properly model market risk | |
| Global Correlations Find global opportunities by holding instruments from different markets | |
| Portfolio Manager State of the art Portfolio Manager to monitor and improve performance of your invested capital | |
| Portfolio Comparator Compare the composition, asset allocations and performance of any two portfolios in your account | |
| ETF Categories List of ETF categories grouped based on various criteria, such as the investment strategy or type of investments | |
| Idea Breakdown Analyze constituents of all Macroaxis ideas. Macroaxis investment ideas are predefined, sector-focused investing themes | |
| Equity Forecasting Use basic forecasting models to generate price predictions and determine price momentum | |
| Price Exposure Probability Analyze equity upside and downside potential for a given time horizon across multiple markets |