CACI International Stock Forecast - Triple Exponential Smoothing
CACI Stock | USD 426.89 0.36 0.08% |
The Triple Exponential Smoothing forecasted value of CACI International on the next trading day is expected to be 428.39 with a mean absolute deviation of 3.37 and the sum of the absolute errors of 198.61. CACI Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast CACI International stock prices and determine the direction of CACI International's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of CACI International's historical fundamentals, such as revenue growth or operating cash flow patterns. Although CACI International's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of CACI International's systematic risk associated with finding meaningful patterns of CACI International fundamentals over time.
Check out Historical Fundamental Analysis of CACI International to cross-verify your projections. CACI |
Most investors in CACI International cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the CACI International's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets CACI International's price structures and extracts relationships that further increase the generated results' accuracy.
Triple exponential smoothing for CACI International - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When CACI International prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any trend in CACI International price movement. However, neither of these exponential smoothing models address any seasonality of CACI International. CACI International Triple Exponential Smoothing Price Forecast For the 22nd of May
Given 90 days horizon, the Triple Exponential Smoothing forecasted value of CACI International on the next trading day is expected to be 428.39 with a mean absolute deviation of 3.37, mean absolute percentage error of 21.82, and the sum of the absolute errors of 198.61.Please note that although there have been many attempts to predict CACI 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 CACI International's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
CACI International Stock Forecast Pattern
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CACI International Forecasted Value
In the context of forecasting CACI International'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. CACI International's downside and upside margins for the forecasting period are 427.23 and 429.54, respectively. We have considered CACI International'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.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of CACI International stock data series using in forecasting. Note that when a statistical model is used to represent CACI International 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 | Huge |
Bias | Arithmetic mean of the errors | 0.2737 |
MAD | Mean absolute deviation | 3.3662 |
MAPE | Mean absolute percentage error | 0.0087 |
SAE | Sum of the absolute errors | 198.6066 |
Predictive Modules for CACI International
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as CACI International. 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 CACI International'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.
Other Forecasting Options for CACI International
For every potential investor in CACI, whether a beginner or expert, CACI International's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. CACI Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in CACI. Basic forecasting techniques help filter out the noise by identifying CACI International's price trends.CACI International 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 CACI International stock to make a market-neutral strategy. Peer analysis of CACI International could also be used in its relative valuation, which is a method of valuing CACI International by comparing valuation metrics with similar companies.
Risk & Return | Correlation |
CACI International 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 CACI International'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 CACI International's current price.Cycle Indicators | ||
Math Operators | ||
Math Transform | ||
Momentum Indicators | ||
Overlap Studies | ||
Pattern Recognition | ||
Price Transform | ||
Statistic Functions | ||
Volatility Indicators | ||
Volume Indicators |
CACI International Market Strength Events
Market strength indicators help investors to evaluate how CACI International stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading CACI International shares will generate the highest return on investment. By undertsting and applying CACI International stock market strength indicators, traders can identify CACI International entry and exit signals to maximize returns.
Accumulation Distribution | 395.99 | |||
Daily Balance Of Power | (0.11) | |||
Rate Of Daily Change | 1.0 | |||
Day Median Price | 425.77 | |||
Day Typical Price | 426.14 | |||
Market Facilitation Index | 1.0E-4 | |||
Price Action Indicator | 0.94 | |||
Period Momentum Indicator | (0.36) |
CACI International Risk Indicators
The analysis of CACI International'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 CACI International's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting caci 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.
Mean Deviation | 0.7941 | |||
Semi Deviation | 0.5115 | |||
Standard Deviation | 1.15 | |||
Variance | 1.32 | |||
Downside Variance | 0.7462 | |||
Semi Variance | 0.2617 | |||
Expected Short fall | (0.90) |
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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Check out Historical Fundamental Analysis of CACI International to cross-verify your projections. For more detail on how to invest in CACI Stock please use our How to Invest in CACI International guide.Note that the CACI International information on this page should be used as a complementary analysis to other CACI International's statistical models used to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try the Equity Analysis module to research over 250,000 global equities including funds, stocks and ETFs to find investment opportunities.
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When running CACI International's price analysis, check to measure CACI International'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 CACI International is operating at the current time. Most of CACI International's value examination focuses on studying past and present price action to predict the probability of CACI International's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move CACI International's price. Additionally, you may evaluate how the addition of CACI International to your portfolios can decrease your overall portfolio volatility.
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Is CACI International's industry expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of CACI International. If investors know CACI will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about CACI International listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth 0.185 | Earnings Share 17.29 | Revenue Per Share 325.474 | Quarterly Revenue Growth 0.111 | Return On Assets 0.0558 |
The market value of CACI International is measured differently than its book value, which is the value of CACI that is recorded on the company's balance sheet. Investors also form their own opinion of CACI International's value that differs from its market value or its book value, called intrinsic value, which is CACI International's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because CACI International's market value can be influenced by many factors that don't directly affect CACI International's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between CACI International's value and its price as these two are different measures arrived at by different means. Investors typically determine if CACI International is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, CACI International's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.